Patent Grant
10565820
This application claims the benefit of Japanese Patent Applications No. 2015-161439, No. 2015-161440, No. 2015-161441, No. 2015-161442, No. 2015-161443, No. 2015-161444, No. 2015-161445, No. 2015-161446, No. 2015-161447, No. 2015-161448, No. 2015-161449, No. 2015-161450, No. 2015-161451, No. 2015-161452, No. 2015-161453, each filed on Aug. 18, 2015, which applications are incorporated herein by reference in their entirety.
The present invention relates to a game information analysis system which performs an analysis with respect to game information obtained from gaming machines.
In a hall store or the like where gaming machines such as slot machines are installed and players play games thereon, it is important to enhance store visiting ratios of players and to boost investment amounts of players by introducing gaming machines on which players can obtain advantageous game outcomes and which have customer attractive power.
However, in order to continue sound management in a hall store, it is required to enhance not only degrees of satisfaction of customers but also a degree of satisfaction of a hall store by ensuring profits of a hall store. In other words, it is more important to maintain appropriate balance between the degrees of satisfaction of customers and the degree of satisfaction of a hall store.
In addition, the degrees of satisfaction of customers are not determined only by money amounts of revenue and expenditure and are influenced by various factors such as revenue and expenditure in each game and transition of games. Therefore, it is desirable to evaluate the degrees of satisfaction of customers by taking psychological states of customers into consideration.
However, the psychological states of customers are pertinent to mental issues of customers, and it is difficult to effectively evaluate the psychological states of customers by using data which a computer system can manage.
On the other hand, a game information system for managing operation data of gaming machines in a hall store has so far been proposed. For example, in Japanese Patent Application Laid-Open Publication No. 2012-080936, a game information integration system which totalizes and analyzes consumption number data, payout number data, winning count number data, and the like transmitted from gaming machines is disclosed.
In addition, in Japanese Patent Application Laid-Open Publication No. 11-207001, a managing device for an amusement arcade which totalizes and manages operation data of pachinko game apparatuses is disclosed.
(Common Problems)
As described above, it is desirable to evaluate the degrees of satisfaction of customers also by taking the psychological states of customers into consideration. However, the game information integration system as disclosed in Japanese Patent Application Laid-Open Publication No. 2012-080936 analyzes the degree of satisfaction of a store side based on the operation data and the like of the gaming machines, and an idea that the degrees of satisfaction of customers are analyzed from the psychological states of players is not shown therein.
Accordingly, the game information integration system as disclosed in Japanese Patent Application Laid-Open Publication No. 2012-080936 does not disclose at all a technology in which the psychological states of players are effectively represented by using data which a computer system can manage.
In addition, the managing device for an amusement arcade as disclosed in Japanese Patent Application Laid-Open Publication No. 11-207001 totalizes the operation data of the pachinko game apparatuses, and through the totalization processing, it can be determined whether set values or the like in service time are appropriate. However, this device also does not have the idea that the degrees of satisfaction of customers are analyzed from the psychological states of players. Accordingly, Japanese Patent Application Laid-Open Publication No. 11-207001 does not disclose at all the technology in which the psychological states of players are effectively represented by using the data which the computer system can manage.
In addition, there may be a case when in the computer system managing a hall store, only limited operation data (game information) such as player investment money amounts and gaming machine payout amounts are obtained. Even in such a case, there are the needs for a game information analysis system which is capable of analyzing the degrees of satisfaction of customers. However, such a system has not so far been proposed.
In addition, in order to analyze the degrees of satisfaction of customers or the like at a higher accuracy, it is desirable to determine whether or not each game is a bonus game, respectively. However, there may be a case when whether or not each game is a bonus game cannot be grasped by using the operation data. In such a case, although there are the needs for a system which estimates whether or not each game is a bonus game by using this operation data, the system has not been realized (a first problem).
In addition, in order to analyze the degrees of satisfaction of customers or the like, it is important to grasp what transition of IN/OUT in a series of a plurality of games, that is, a unit of one gaming, the same player has undergone, data of the transition including data pertinent to winning and losing. Therefore, it is desirable to determine sectioning of such one gaming. However, the conventional system cannot grasp the sectioning thereof. Although there are the needs for a system which estimates the sectioning of this one gaming by using the above-mentioned limited operation data, the system has not been realized (a second problem).
In addition, with respect to this sectioning of one gaming, an effective method of representing the degrees of satisfaction of customers has not so far been proposed (a fourth problem).
Further, although there has so far been the needs for a function with which based on the above-mentioned limited operation data, a state in which a ratio of a player investment money amount and a gaming machine payout amount largely changes in a short period of time is effectively grasped and the possibility of a fraudulent act (an act of attempting to obtain a profit by performing a fraudulent operation on a gaming machine) is detected in a short period of time, such a function has not been realized (a fifth problem).
Accordingly, an object of the present invention is to provide a game information analysis system which is operable to evaluate the psychological states of players by using simplified and effective representation based on the operation data of gaming machines.
In addition, another object of the present invention is to provide a game information analysis system which is operable to determine whether or not each game played on a gaming machine is a bonus game, in order to evaluate the psychological states of players.
In addition, further another object of the present invention is to provide a game information analysis system which is operable to determine sectioning of one gaming in games played on a gaming machine, in order to evaluate the psychological states of players.
In addition, still another object of the present invention is to provide a game information analysis system which is operable to conduct displaying by employing a method in which the psychological states of player in the sectioning of one gaming in games played on a gaming machine are straightforwardly represented, in order to evaluate the psychological states of players.
Furthermore, yet another object of the present invention is to provide a game information analysis system which is operable to detect the possibility of a fraudulent act in a short period of time based on operation data of gaming machines.
The present invention provides a game information analysis system as described below.
The game information analysis system according to a first aspect of the present invention has the below-described configuration.
The game information analysis system (for example, a game information analysis system 2001) including an analysis server (for example, an analysis server 2012), the analysis server including:
a game information reception part (for example, a game information reception part 2254 shown in
a game information analysis part (for example, a game information analysis part 2255 shown in
the game information analysis part previously calculating a value of a first index (for example, a PO (normal-time PO) in a normal section shown in
the game information analysis part, when upon analyzing time series game information, a value of a first index indicating relationship between an investment money amount and an payout money amount in an analysis target game has a predetermined discrepancy with respect to the previously calculated value of the first index, determining that the game is in a bonus game state (for example, determination by comparison of a PO in games and the normal-time PO, shown in
By employing the above-described configuration of the present invention, based on the operation data of the gaming machines, it is determined whether or not each game is a bonus game, thereby allowing the psychological states of players to be simply and effectively evaluated.
In the first aspect, the game information analysis system according to another aspect of the present invention has the below-described configuration.
The game information analysis part, when the game which has been determined as being in the bonus game state satisfies a predetermined condition, determines that the game is not in the bonus game state.
By employing the above-described configuration of the present invention, when in the game determined once as being the bonus game, a single big hit has occurred, said game is determined filially as not being the bonus game, thereby allowing psychological states of players to be evaluated at a higher accuracy.
In the first aspect, the game information analysis system according to another aspect of the present invention has the below-described configuration. The predetermined condition is a condition that in games in a predetermined range before or after the game which has been determined as being in the bonus game state, it is not determined that big hits are present.
By employing the above-described configuration of the present invention, when in the games before or after the game determined once as being the bonus game, big hitts have not occurred, it is determined that the single big hit has occurred in said game and it can be filially determined that said game is not the bonus game, thereby allowing the psychological states of players to be evaluated at a higher accuracy.
In the first aspect, the game information analysis system according to another aspect of the present invention has the below-described configuration.
The predetermined section is a section in which a value of a second index indicating relationship between an investment money amount and a payout money amount satisfies a predetermined condition.
By employing the above-described configuration of the present invention, based on the value of the second index such as a PO (for each game) and a moving average of Winloss/Bet values, the normal section which is not a discharge section is determined, thereby allowing the normal-time PO in the normal section to be appropriately extracted. It is to be noted that the first index and the second index may be the same indices which are, for example, POs.
In addition, the present invention provides a game information analysis system as described below.
The game information analysis system according to a second aspect of the present invention has the below-described configuration.
The game information analysis system (for example, a game information analysis system 2001) including an analysis server (for example, an analysis server 2012), the analysis server including:
a game information reception part (for example, a game information reception part 2254 shown in
a game information analysis part (for example, a game information analysis part 2255 shown in
the game information analysis part obtaining, from the game information, start timing and termination timing of each game,
the game information analysis part obtaining, from the game information, operation timing related to investment and settlement made by a player on a gaming machine (for example, timing of an operation made by a player such as insertion or ejection of a membership card, insertion or ejection of a non-membership card (an IC card or an IC ticket), insertion of bills, and cashout),
the game information analysis part, based on the start timing, the termination timing, and the operation timing, determining a section of a session which is a series of a plurality of games played by the same player on the gaming machine.
By employing the above-described configuration of the present invention, the sectioning of one gaming in respective games played on the gaming machine can be determined, thereby allowing the psychological states of players to be effectively evaluated.
In the second aspect, the game information analysis system according to another aspect of the present invention has the below-described configuration.
The game information analysis part determines a section of the session based on statistical information (for example, an average playing time period in one session, an average number of played games in one session, an average playing interval in games in one session, and the like) pertinent to a gaming time period on the gaming machine, the statistical information being obtained from the past game information.
By employing the above-described configuration of the present invention, the sectioning of one gaming in the respective games played on the gaming machine can be determined at a higher accuracy, thereby allowing the psychological states of players to be effectively evaluated at a higher accuracy.
In addition, the present invention provides a game information analysis system as described below.
The game information analysis system according to a third aspect of the present invention has the below-described configuration.
The game information analysis system (for example, a game information analysis system 2001) including an analysis server (for example, an analysis server 2012), the analysis server including:
a game information reception part (for example, a game information reception part 2254 shown in
a game information analysis part (for example, a game information analysis part 2255 shown in
the game information analysis part representing transition of the investment money amount and the payout money amount by using a candlestick chart (for example, a candlestick chart as show in
By employing the above-described configuration of the present invention, the representation using the candlestick chart based on the operation data of the gaming machines is used, thereby allowing the psychological states of players to be simply and effectively evaluated.
In the third aspect, the game information analysis system according to another aspect of the present invention has the below-described configuration.
The game information analysis part evaluates a psychological state of a player playing on the gaming machine (for example, based on the shape pattern of the candlestick chart, a candlestick chart related psychology score is calculated (
By employing the above-described configuration of the present invention, based on the shape of the candlestick chart, the psychological states of players are evaluated, thereby allowing the psychological states of players to be simply and effectively evaluated.
In the third aspect, the game information analysis system according to another aspect of the present invention has the below-described configuration.
The game information analysis part generates display data (for example, HTML data and related files transmitted by a WEB page control part 2252 shown in
the candlestick chart is represented so as to be associated with a turnover related to the player playing on the gaming machine (for example, as shown in
By employing the above-described configuration of the present invention, the candlestick chart is displayed so as to be associated with a turnover of a player, thereby representing the transition of games played by a player together with a money amount of revenue and expenditure further in an easy-to-understand manner.
In the third aspect, the game information analysis system according to another aspect of the present invention has the below-described configuration.
The game information analysis part represents the transition in a section of a session which is a series of a plurality of games played by the same player on the gaming machine, by using the candlestick chart.
By employing the above-described configuration of the present invention, the candlestick chart is represented for each session which is a series of games to be played, thereby allowing the psychological states of players to be more effectively evaluated.
In addition, the present invention provides a game information analysis system as described below.
The game information analysis system according to a fourth aspect of the present invention has the below-described configuration.
The game information analysis system (for example, a game information analysis system 2001) including an analysis server (for example, an analysis server 2012), the analysis server including:
a game information reception part (for example, a game information reception part 2254 shown in
a game information analysis part (for example, a game information analysis part 2255 shown in
the game information analysis part obtaining, from the game information, start timing and termination timing of each game,
the game information analysis part obtaining, from the game information, operation timing related to investment and settlement made by a player on the gaming machine (for example, timing of an operation made by a player such as insertion or ejection of a membership card, insertion or ejection of a non-membership card (an IC card or an IC ticket), insertion of bills, and cashout),
the game information analysis part, based on the start timing, the termination timing, and the operation timing, determining a section of a session which are a series of a plurality of games played by the same player on the gaming machine,
the game information analysis part representing transition of the investment money amount and the payout money amount for each session by using a candlestick chart (for example, the candlestick chart as shown in
By employing the above-described configuration of the present invention, based on the operation data of the gaming machines, the representation using the candlestick chart in the section of the session which is the series of the plurality of games played by the same player on the gaming machine is used, thereby allowing the psychological state of a player related to one gaming to be simply and effectively evaluated.
In the fourth aspect, the game information analysis system according to another aspect of the present invention has the below-described configuration.
The game information analysis part evaluates a psychological state of the player playing on the gaming machine (for example, based on the shape pattern of the candlestick chart, a candlestick chart related psychology score is calculated (
By employing the above-described configuration of the present invention, based on the shape of the candlestick chart, the psychological state of a player in one gaming is evaluated, thereby allowing the psychological states of players to be simply and effectively evaluated.
Further, the present invention provides a game information analysis system as described below.
The game information analysis system according to a fifth aspect of the present invention has the below-described configuration.
The game information analysis system (for example, a game information analysis system 2001) including an analysis server (for example, an analysis server 2012), the analysis server including:
a game information reception part (for example, a game information reception part 2254 shown in
a game information analysis part (for example, a game information analysis part 2255 shown in
the game information analysis part, based on game start timing, game termination timing, and operation timing (for example, timing of an operation made by a player such as insertion or ejection of a membership card, insertion or ejection of a non-membership card (an IC card or an IC ticket), insertion of bills, and cashout), related to investment and settlement made by a player on a gaming machine, determining a section of a session which is a series of a plurality of games played by the same player on the gaming machine, the game start timing, game termination timing, and operation timing related to investment and settlement being obtained from the game information,
the game information analysis part, when a value of an index of a analysis target session has a predetermined discrepancy with respect to a criterion being previously set for a value of an index (for example, PO and Winloss) based on the investment money amount and the payout money amount in the session, extracting said session,
the game information analysis part performing control for notifying that the extracted session is a session having a possibility of a fraudulent act (for example, as shown in
By employing the above-described configuration of the present invention, when a large change in the predetermined index in the section of the session has occurred, based on the operation data of the gaming machine, the possibility of the fraudulent act can be detected in the short period of time and be notified.
In the fifth aspect, the game information analysis system according to another aspect of the present invention has the below-described configuration.
The game information analysis part, when a value of a first index indicating relationship between an investment money amount and a payout money amount in an analysis target session has a predetermined discrepancy with respect to a value of a first index (for example, PO and Winloss) indicating relationship between the investment money amount and the payout money amount in one session, extracting said session as a session targeted for the notification, the value of the first index indicating the relationship between the investment money amount and the payout money amount in one session being statistically calculated from the game information.
By employing the above-described configuration of the present invention, when based on the operation data of the gaming machines, it is found that large changes in the values of the first index indicating the relationship between the investment money amount and the payout money amount in the section of the session occurred, those sessions can be extracted as sessions having the possibility of the fraudulent act.
In the fifth aspect, the game information analysis system according to another aspect of the present invention has the below-described configuration.
The game information analysis part represents transition of the investment money amount and the payout money amount in the session by using a candlestick chart (for example, the candlestick chart as shown in
the game information analysis part, when a value of a second index indicating a shape pattern of the candlestick chart (for example, each shape pattern as show in
By employing the above-described configuration of the present invention, when based on the operation data of the gaming machines, it is found that large changes in the shapes of the candlestick charts in the section of the session occurred, those sessions can be extracted as sessions having the possibility of the fraudulent act.
By the game information analysis system according to the present invention, the degrees of satisfaction of customers based on the psychological states of players can be obtained.
In addition, by the game information analysis system according to the present invention, based on the operation data of the gaming machines, it is determined whether or not each game is a bonus game, thereby allowing the psychological states of players to be simply and effectively evaluated.
In addition, by the game information analysis system according to the present invention, based on the operation data of the gaming machines or the like, the sectioning of one gaming in respective games played on the gaming machine can be determined, thereby allowing the psychological states of players to be simply and effectively evaluated.
In addition, by the game information analysis system according to the present invention, through the representation using the candlestick charts based on the operation data of the gaming machines, the psychological states of players can be evaluated.
Further, by the game information analysis system according to the present invention, based on the operation data of the gaming machines, the possibility of the fraudulent act can be detected in the short period of time.
One embodiment of the present invention will be described with reference to the accompanying drawings.
[Description of Outline of Game System]
First, with reference to
The game system 1 includes a hall management server 10, a jackpot server 11, a membership management server 12, and a plurality of gaming machines Each of the gaming machines is, for example, a slot machine.
The hall management server 10 totalizes and manages a flow of money within a hall (game facility), prepares a balance sheet and the like, and manages the other servers. In addition, the hall management server 10 obtains, from the respective gaming machines, accounting information which includes timing at which each of the gaming machines starts a unit game; timing at which each of the gaming machines terminates the unit game; a drawing result in the unit game; and the like and accumulates the accounting information.
The jackpot server 11 manages accumulation and paying-out of jackpot amounts for a jackpot. For the jackpot, a part of coins which a player consumes on each of the gaming machines is accumulated as a jackpot amount, and in a case where a jackpot trigger has been established on any of the gaming machines, coins corresponding to the accumulated jackpot amounts are paid out to that gaming machine. In this case, each of the gaming machines calculates an accumulated amount (an accumulation amount) as the jackpot amount each time a game is played and transmits the calculated accumulated amount to the jackpot server 11 which is an external control device. The jackpot server 11 accumulates the accumulation amounts transmitted from the slot machines to the jackpot amount.
The membership management server 12 is a server which stores and manages personal information of members, membership card (IC card) information, the past game outcomes of the members, and the like. Issuance of membership cards (IC cards) is made by, for example, a membership card issuing terminal. The personal information of the members, inputted upon member registration, is stored on the membership management server 12 together with identification codes of the membership cards. In addition, the membership card issuing terminal is provided with a camera which allows also shooting of a face of a player for which an IC card is issued upon issuing of a membership card. The shot image is stored on the membership management server 12 so as to be associated with an identification code.
As shown in
Further, the gaming machines are installed in each zone (for example, as shown in
As shown in
Further, as shown in
It is to be noted that as shown in
In addition, each of the gaming machines is provided with a unique identifier, and the hall management server 10 or the like identifies transmission sources of data transmitted from the respective gaming machines by using the identifiers. In addition, also in a case where the hall management server 10 or the like transmits data to the gaming machines, based on the identifiers, transmission destinations are specified. Although as the identifiers, for example, network addresses such as IP addresses can be used, identifiers other than the network addresses may be provided, thereby allowing the individual gaming machines to be managed.
It is to be noted that the game system 1 may be constructed within one hall (game facility) where various games can be conducted or may be constructed over a plurality of game facilities. In addition, when the game system 1 is constructed in a single game facility, the game system 1 may be constructed in each floor or section of the game facility. A communication line for connecting the servers and the gaming machines may be a wined or wireless line and can adopt the Internet (for example, used as a secret line using a VPN), a dedicated line, an exchange line, or the like.
[Description of Outline of Gaming Machine]
Next, with reference to
As shown in
In the present embodiment, the PTS terminal 1700 is connected to a bill validator 1022 via a communication line (or the slot machine 1010).
In addition, based on a predetermined protocol, the PIS terminal 1700 conducts transmission and reception of data to and from a controller (the later-described controller 1100 of the slot machine 1010) and conducts data communication with the hall management server 10, the jackpot server 11, the membership management server 12, and the like connected via the network. For example, from the PIS terminal 1700 to the controller 1100, information pertinent to a credit required to start a game, a stop command to instruct to stop a unit game upon predetermined effect, and the like are transmitted, and from the controller 1100 to the PTS terminal 1700, information pertinent to a credit as a game outcome, start notification of the unit game, and termination notification are transmitted.
In addition, from the PIS terminal 1700 to the hall management server 10, the start notification and the termination notification of the unit game, accounting information including a drawing result or the like, and the like are transmitted. It is to be noted that although in the present embodiment, the game information including the accounting information of the slot machine 1010 is transmitted via the PTS terminal 1700 to the hall management server 10 and the like, said game information may be transmitted, with no PTS terminal 1700 included, via a communication interface or via a device other than the PTS terminal 1700 from the controller 1100 to the hall management server 10 and the like. Further, between the PTS terminal 1700 and the membership management server 12, information pertinent to credits of members or the like is communicated.
Here, an outline of a game flow in a case of members is as described below. First, member registration is conducted by using the membership card issuing terminal, and at this time, a membership card (IC card) is issued. Thereafter, a player inserts the membership card into the PTS terminal 1700 of the slot machine 1010 and inputs cash there. When the bills have been inputted, the bill validator 1022 identifies a currency kind and a money amount and transmits currency kind data and money amount data as an identification result to the PTS terminal 1700. The PTS terminal 1700 calculates a credit for a game from the currency kind data and the money amount data and transmits the calculated credit to the controller 1100.
Based on the credit transmitted from the PTS terminal 1700, the controller 1100 executes the game. A credit in accordance with a game outcome is transmitted from the controller 1100 to the PTS terminal 1700, calculation for paying-out based on the game outcome is performed on the PTS terminal 1700, and a money amount to be paid out to a player is determined. On the PTS terminal 1700, the determined money amount is written onto the membership card as it is, and the membership card is ejected. In addition, in accordance with the execution or the like of the game, predetermined points are provided for the membership card.
In addition, for each game, a to-be-paid-out money amount (credit) as a game outcome is transmitted together with an identification code of that member via the PTS terminal 1700 to the hall management server 10 (in real time or at predetermined timing). The information transmitted as described above is grasped as a game outcome of a corresponding member on the hall management server 10 and is accumulated, respectively.
In a case where a player who is a member plays a game next, the PTS terminal 1700 reads the inserted membership card and then reads out the money amount stored in the membership card. The read-out money amount is converted to a credit and the converted credit is transmitted to the controller 1100. A credit in accordance with a game outcome is transmitted from the controller 1100 to the PTS terminal 1700 as mentioned above, calculation for paying-out based on the game outcome is performed on the PTS terminal 1700, and a money amount (credit) to be paid out to a player is determined. At this time, the money amount obtained as the game outcome is added to the money amount of the membership card, thereby updating this.
Further, at this time, the PTS terminal 1700 transmits an identification code (or a member ID) read out from the membership card and the updated money amount to the membership management server 12, and the membership management server 12 adds the money amount transmitted from the PTS terminal 1700 to a money amount of a member identified by the above-mentioned identification code and stores said money amount By conducting this process, the money amount which the member holds is invariably managed.
Thereafter, if needed, a player who is a member can make settlement at a cashier counter or the like based on the money amount stoned on the membership card. In addition, as on the above-described slot machine 1010, in a case where the settlement apparatus 1868 is included therein, on said slot machine 1010, the settlement can be made by using the membership card.
On the other hand, an outline of a game flow in a case where a player is a non-member is as described below. A player inputs cash to the PTS terminal 1700 of the slot machine 1010. When the bills have been inputted, the bill validator 1022 identifies a currency kind and a money amount and transmits currency kind data and money amount data as an identification result to the PTS terminal 1700. The PTS terminal 1700 calculates a credit for a game from the currency kind data and the money amount data and transmits the calculated credit to the controller 1100.
Based on the credit transmitted from the PTS terminal 1700, the controller 1100 executes the game. A credit in accordance with a game outcome is transmitted from the controller 1100 to the PTS terminal 1700, calculation for paying-out based on the game outcome is performed on the PTS terminal 1700, and a money amount to be paid out to a player is determined. On the PTS terminal 1700, this determined money amount is written onto a new IC card stocked in the slot machine 1010, and the IC card is ejected. Here, the non-member gets the IC card for the first time. In addition, it is also possible for the non-member to obtain a non-membership card (an IC card or an IC ticket) for which a money amount is charged by inputting of cash or the like. In this case, a game can be played by using this non-membership card.
Thereafter, if needed, a player who is the non-member can make settlement at a cashier counter or the like based on the money amount stored on the IC card. In addition, as with the above-described slot machine 1010, in a case when the settlement apparatus 1868 is included therein, on said slot machine 1010, the settlement can be made by using the IC card.
In addition, for each game, a to-be-paid-out money amount (credit) as a game outcome is transmitted via the PTS terminal 1700 to the hall management server 10 (in real time or at predetermined timing). The information transmitted as described above is grasped as a game outcome of the non-member on the hall management server 10 and is accumulated thereon.
[Description of Function Flow Diagram]
With reference to
<Start-check>
First, the slot machine 1010 checks whether or not a BET button has been pressed by a player, and subsequently checks whether or not a spin button has been pressed by a player.
<Symbol Determination>
Next, when the spin button has been pressed by a player, the slot machine 1010 extracts random number values for symbol determination and determines symbols to be displayed to a player with respect to a plurality of reels at the time of stopping rotation of the reels.
<Reel Control>
Next, the slot machine 1010 starts the rotation of each of the reels and then stops the rotation such that the determined symbols are displayed to a player.
<Winning Determination>
Next, when the rotation of each of the reels has been stopped, the slot machine 1010 determines whether or not a combination of symbols displayed to a player is a combination related to winning.
<Paying-out>
Next, when the symbols displayed to a player is the combination related to winning, the slot machine 1010 provides benefits according to the combination for a player. For example, when a combination of symbols related to paying-out of coins has been displayed, the slot machine 1010 adds a number of coins corresponding to the combination of symbols to a number of credits.
In addition, when a combination of symbols related to a bonus game trigger has been displayed, the slot machine 1010 starts a bonus game. It is to be noted that, in the present embodiment, a game (free game) in which a drawing related to the above-mentioned determination of to-be stopped symbols is conducted at a predetermined number of times without using coins is conducted as a bonus game.
In addition, when a combination of symbols related to a jackpot trigger has been displayed, the slot machine 1010 pays out coins of a jackpot amount to a player. The jackpot refers to a function which accumulates parts of coins used by players at the respective gaming machines as the amount of jackpot and which, when the jackpot trigger has been established in any of the slot machine 1010, pays out coins of the accumulated amount of the jackpot to that slot machine 1010. The slot machine 1010 calculates the amount (accumulation amount) to be accumulated to the amount of jackpot for each game (unit game) and transmits the calculated amount to the external control device. The external control device accumulates to the jackpot amount the accumulation amounts transmitted from the respective gaming machines.
Here, the unit game refers to a series of operations conducted from when the acceptance of betting is started through a player's pressing-down of the BET button to when winning is likely to be established.
<Determination of Effect>
The slot machine 1010 conducts effect through displaying of images by a display, outputting of light by a lamp, and outputting of sound by a speaker. The slot machine 1010 extracts random number values for the effect and determines effect contents based on symbols or the like determined by a drawing.
[Structure of Slot Machine]
Next, with reference to
On the slot machine 1010, as game media, bills or electronic valuable information corresponding to these are used. In particular, in the present embodiment, credit-related data such as cash data stored in an IC card 1500 is used. It is to be noted that although the slot machine 1010 has a structure in which coins are not used as the game media, this is merely one example, and the slot machine 1010 may be configured as a slot machine on which a variety of game media including the coins can be used.
The slot machine 1010 is provided with a housing which includes a cabinet 1011 and a top box 1012 attached on an upper side of the cabinet 1011. Main parts of the cabinet 1011 and the top box 1012 are formed of metallic plate members. In addition, on a front face of the cabinet 1011, an upper door 1142 and a lower door 1144 are provided.
On a lower side of a front face of the upper door 1142, a lower image display panel 1141 is provided. The lower image display panel 1141 is constituted of a liquid crystal panel and configures a display.
In addition, on the front face of the upper door 1142 and above the above-mentioned lower image display panel 1141, a symbol display window 1135 is provided. Through the symbol display window 1135, a reel apparatus M1 which is provided inside of the cabinet 1011 and is constituted of five reels M1A to M1E is visually recognizable. On a peripheral surface of each of the reels, 12 symbols are depicted. The 12 symbols are arranged in succession along a direction in which each of the reels of the reel apparatus M1 is rotated and form a symbol array. Each of the reels M1A to M1E is rotated, the symbols depicted on each of the reels are thereby rotated in a longitudinal direction, and thereafter, the rotation is stopped, thereby allowing the symbols to be rearranged.
Here, “rearrangement” means a state in which after the arrangement of the symbols has been released, the symbols are arranged again. “Arrangement” means a state in which the symbols can be visually confirmed by an external player. The slot machine 1010 executes the so-called slot game in which based on the state of the arrangement of the symbols on the reels M1A to M1E which have been rotated and thereafter stopped, a payout in accordance with a predetermined combination is awarded.
It is to be noted that although in the present embodiment, the slot machine 1010 is a slot machine which includes a mechanical reel type reel apparatus M1, the slot machine 1010 may be a slot machine which includes a video reel type reel apparatus displaying pseudo reels, and the slot machine 1010 may be a slot machine in which the video reel type reel apparatus and the mechanical reel type reel apparatus are combined.
On a front face of the top box 1012, an upper image display panel 1131 is provided. The upper image display panel 1131 is constituted of a liquid crystal panel and configures a display. The upper image display panel 1131 displays images related to effect and images showing introduction of contents of games and rules thereof.
On the above-mentioned lower image display panel 1141, arranged are a number-of-credits display part which indicates a state of credits (for example, a total number of credits which a player currently has) as necessary and a fraction cash display part which indicates fraction cash, and a variety of pieces of information pertinent to a game such as contents of betting are displayed. Here, “credits” are virtual game media on a game, to be used when a player makes betting. In addition, “fraction cash” is cash which is not converted to a credit because an inputted money amount is insufficient.
When the IC card 1500 has been inserted into the later-described PTS terminal 1700, a number of credits stored on the IC card is displayed on the number-of-credits display part, and fraction cash stored on the IC card is displayed on the fraction cash display part. It is to be noted that these numerical values are stored on the membership management server 12 so as to be associated with an identification code of the membership card.
Here, the IC card is, for example, a non-contact IC card and has incorporated thereon an IC (Integrated Circuit) for recording and computing a variety of pieces of data such as credits and enables short-range wireless communication using an RFID (Radio Frequency Identification) technology such as NFC (Near Field Communication), for example. By using the IC card 1500, a player can have the credit-related data and further, freely carries the IC card with him or her among different slot machines. A player inserts the IC card 1500 into the PTS terminal 1700 of the slot machine 1010 and thereby uses the credit-related data (money amount data) stored on the IC card 1500, thereby allowing a player to play a game such as a unit game on the slot machine 1010.
It is to be noted that it may be made possible for a player to deposit cash such as coins and bills as cash data on the IC card 1500 by using an apparatus installed in a hall.
On right and left sides of an uppermost portion of a front face of the lower door 1144, speakers 1112 are respectively provided. On the slot machine 1010, effect of a unit game is executed through displaying of images by the upper image display panel 1131, outputting of sound by the speakers 1112, outputting of light by a lamp (not shown), and the like.
In addition, on the front face of the lower door 1144 and below said speaker 1112, a PTS front unit 1700A which is a front part of the PTS terminal 1700 is incorporated, and on a right side of the PTS front unit 1700A, a printed matter discharge outlet 1136 and a bill insertion slot 1137 are located.
Further, on the front face of the lower door 1144, below the PTS front unit 1700A, a control panel 1030 is located. The control panel 1030 includes a base plate which is of a flat plate shape, and on said base plate, a plurality of operation buttons (i.e. a spin button 1031, a MAX BET button 1032, a 5-BET button 1033, a 3-BET button 1034, a 2-BET button 1035, a 1-BET button 1036, a HELP button 1037, and a CASHOUT button 1038) are located.
In order to allow a player to easily perform a pressing operation of the spin button 1031 and easily identify the spin button 1031, the spin button 1031 is formed so as to be of a circular shape whose size is larger than those of the other buttons. The spin button 1031 is located in a right end portion of the base plate and has a function to start a game through a pressing operation.
The MAX BET button 1032 to 1-BET button 1036 are located on a left side of the spin button 1031 in an aligned manner at equal intervals. Each of these operation buttons is formed so as to be of a quadrangular shape. The MAX BET button 1032 located in a right end portion has a function to allow a game to be played with a maximum number of bets (Bet number) such as a decuple through a pressing operation. The 5-BET button 1033 has a function to allow a game to be played with a quintupled number of bets through a pressing operation. The 3-BET button 1034 has a function to allow a game to be played with a tripled number of bets through a pressing operation. The 2-BET button 1035 has a function to allow a game to be played with a doubled number of bets through a pressing operation. The 1-BET button 1036 has a function to allow a game to be played with one bet through a pressing operation.
The HELP button 1037 and the CASHOUT button 1038 are located in a longitudinal direction in a left end portion of the base plate. The HELP button 1037 has a function to display HELP information indicating a game method and the like on the lower image display panel 1141 or the like through a pressing operation. In addition, the CASHOUT button 1038 has a function to store a credit or the like on the IC card 1500 and to output the credit or the like in the form of a printed matter through a pressing operation.
Further, in the slot machine 1010, in side portions of the cabinet 1011, air ventilation slots 1133 and an air intake slot 1134 are located and on a side portion of the top box 1012, air ventilation slots 1132 are located. In addition, in an inside portion of the cabinet 1011, which corresponds to a position of the air ventilation slots 1133, a fan (not shown) is arranged, and similarly, in an inside portion of the top box 1012, which corresponds to a position of the air ventilation slots 1132, a fan (not shown) is arranged. These fans allow air inside of the slot machine 1010 to be discharged to an outside and take in external air from the air intake slot 1134, and through such air circulation, a temperature inside of the slot machine 1010 is adjusted.
In addition, in the side portion of the cabinet 1011 of the slot machine 1010, provided are a key cylinder 1138 into which a key used to open the upper door 1142 and the lower door 1144 is inserted and a door lock bar 1139 with which the upper door 1142 and the lower door 1144 are locked.
Next, with reference to
In addition, in an upper portion of the side portion of the cabinet 1011, the air ventilation slots 1133 are located, and in a middle portion of the side portion of the cabinet 1011, the air intake slot 1134 is located. Further, in the vicinity of the air intake slot 1134, the above-mentioned key cylinder 1138 and door lock bar 1139 are located.
As shown in
In addition, on an upper end portion and a lower end portion of the lower door 1144, the lower door 1144 and the cabinet 1011 are pivotally supported in a rotatable manner and are coupled by a lower door opening mechanism 1145. The lower door opening mechanism 1145 is located on a lower side of the lower door 1144 and has a rod member 1145A whose one end portion is pivotally supported in a rotatable manner onto a rear face wall of the lower door 1144 and a slide member 1145B which is laterally provided on a front face side of the cabinet 1011. The slide member 1145B engages the other end portion of the rod member 1145A in a horizontally movable manner, temporarily stops the lower door 1144 at a predetermined opening angle, and when a predetermined force or more is applied externally in a direction in which the lower door 1144 is closed, moves the lower door 1144 in a rotatable manner in a closing direction.
In the upper door 1142, as described above, the symbol display window 1135 is arranged, the symbol display window 1135 is covered with a reel cover 1135A. The reel cover 1135A includes: for example, a base panel such as a transparent liquid crystal panel and a transparent panel; and a touch panel provided on a front face of the base panel. The symbol display window 1135 covered with the reel cover 1135A allows 15 symbols in areas of 5 columns×3 rows among symbols depicted on peripheral surfaces of the respective reels of the reel apparatus M1 to be made viewable externally.
In addition, in
In a right lower portion of the cabinet 1011, a bill stocker 1147 is housed. The bill insertion slot 1137 shown in
As shown in
It is to be noted that although hereinabove, the slot machine 1010 is described as the apparatus having the configuration as shown in
[Configuration of PTS Terminal]
Next, with reference to
On a right side of the front face of the panel 1710, an LCD 1719 having a touch panel function is provided. The LCD 1719 displays, for example, information related to members and information for members, and a size of a screen thereof is 6.2 inches (approximately 15.7 cm). In addition, around the LCD 1719, an LCD cover 1719A is provided. It is to be noted that although in this example, the LCD 1719 is configured to have the touch panel function, instructions issued by a player may be inputted with other input devices such as a keyboard, a mouse, and buttons.
In addition, above the LCD 1719 and the LCD cover 1719A, a light emitting plate 1720A which is connected to LEDs and emits light is provided. The light emitting plate 1720A is formed of, for example, polycarbonate and is connected to a plurality of (for example, seven) full-color LEDs 1721A located on a rear side of the panel 1710 and emits light in accordance with light emitting of the full-color LEDs 1721A.
Below the LCD 1719 and the LCD cover 1719A, similarly, a light emitting plate 1720B which is connected to LEDs and emits light is provided. The light emitting plate 1720B is formed of, for example, polycarbonate and is connected to a plurality of (for example, seven) full-color LEDs 1721B (not shown) located on the rear side of the panel 1710 and emits light in accordance with light emitting of the full-color LEDs 1721B.
In addition, on a right side of the LCD 1719, an image pickup window 1712 is provided, and a human body detection camera 1713 (not shown) located inside of the LCD cover 1719A or on the rear side of the panel 1710 shoots an image of a player via this image pickup window 1712. The image pickup window 1712 may be also formed of, for example, a half mirror material which has undergone shield processing such as smoke processing.
In addition, at a position of the LCD cover 1719A, which is below the LCD 1719 and is on a right side, a home button 1722 is provided. The home button 1722 is a button to shift a screen displayed on the LCD 1719 to a predetermined upper level screen.
Further, at a position of the LCD cover 1719A, which is on the fight side of the LCD 1719, a speaker duct 1706 is provided, and in a portion on the rear side of the panel 1710, which corresponds to a position of the speaker duct 1706, a bass reflex type speaker 1707 is provided. Similarly, on a left side of the LCD 1719, a speaker duct 1708 is provided, and in a portion on the rear side of the panel 1710, which corresponds to a position of the speaker duct 1708, a bass reflex type speaker 1709 (not shown) is provided. These speakers are speakers dedicated to the PTS terminal 1700 and are provided separately from the speakers 1112 for a slot machine game provided on the slot machine 1010. These speakers are capable of realizing effect and a phone call by voice and of outputting notification sound for notifying a player that an IC card 1500 is left unremoved. It is to be noted that since the configuration thereof is made such that sound from the speakers passes through the above-described speaker ducts 1706 and 1708 and is heard in front thereof (on a player side) in a stereophonic manner, the speakers can be installed on the rear side of the panel 1710 and as a result, space-saving of the PTS front unit 1700A (panel face) can be realized.
In addition, at positions of the LCD cover 1719A, which are below the LCD 1719 and are on a left side, a microphone opening part 1714 and a microphone opening part 1716 are provided. In portions corresponding to the microphone opening part 1714 and the microphone opening part 1716 inside of the LCD cover 1719A, microphones 1715 and 1717 (not shown) are provided, respectively.
In a left lower portion of the front face of the panel 1710, a card insertion slot 1730 which allows the IC card 1500 to be inserted thereto and removed therefrom is provided. In a card insertion part of the card insertion slot 1730, full-color LEDs 1731 (not shown) are provided, which are lit up in a plurality of colors, thereby allowing the remaining number of IC cards 1500 stacked in the later-described card stacker 1742 to be notified. At the card insertion slot 1730, an eject button 1732 is provided, and in the vicinity of the eject button 1732, an LED 1733 (not shown) is provided, which is lit up in red, thereby allowing a position and a way of an ejection operation of the eject button 1732 to be found.
In addition, in positions on a rear side of the panel 1710, which correspond to the card insertion slot 1730, a card unit 1741 and the card stacker 1742 are provided, and the card insertion slot 1730 is configured as one part of the card unit 1741. In the card stacker 1742, approximately 30 IC cards 1500 can be retained, and when a player who has newly played a unit game makes settlement of credits, an IC card 1500 retained in the card stacker 1742 is taken out and ejected to the card insertion slot 1730.
For the IC card 1500 taken in from the card insertion slot 1730 and retained in the card unit 1741, upon the settlement of credits, credit information is updated by NFC or the like, and thereafter, the IC card 1500 is ejected from the card insertion slot 1730. While a player is playing a unit game, the IC card 1500 is completely housed inside of the card unit 1741.
In addition, in a case where upon the settlement of credits, in spite of the IC card 1500 left unremoved, absence of a player is detected by the human body detection camera or the like, the configuration may be arranged such that the IC card 1500 can be retained in the card stacker 1742. Thus, for example, even in a case where a player has learned that the remaining number of credits is small and yet has left his or her seat with the IC card 1500 left unremoved or in a case where a player has simply forgotten to remove the IC card 1500 and has left his or her seat, it does not occur that the IC card 1500 is left retained in the card unit 1741 over a long period of time.
In positions on a left upper side of the front face of the panel 1710, a USB terminal 1737 and an audio terminal 1738 are provided. The USB terminal 1737 is configured to allow battery charge or the like by connecting a USB device thereto. In addition, the audio terminal 1738 is, for example, a four-pole terminal, and a headset is inserted thereto, thereby allowing a phone call with other person to be made with the headphones and the microphones. In addition, the audio terminal 1738 may be configured to be a two-pole or three-pole terminal, thereby allowing sound to be listened with the headphones.
On the front face of the panel 1710 and on the left side of the LCD 1719, a touch unit 1745 is provided. The touch unit 1745 includes an RFID module which can function as a writer to write data through data communication to an IC device (for example, a non-contact IC card, a mobile phone and a smartphone, each of which has a communication function by NFC, and the like) including an IC chip and which can function as a reader to read data through the data communication from said IC device. In addition, in four corners of the front face of the touch unit 1745, LEDs 1746 (not shown) are located, respectively. In addition, besides the touch unit 1745 or instead of the touch unit 1745, an information recording medium reading device for reading information stored in an information recording medium such as a magnetic card may be provided. In this case, instead of the IC card 1500, the magnetic card may be a membership card.
As described above, the PTS front unit 1700A according to the present embodiment is formed such that the variety of devices having the microphone function, the camera function, the speaker function, the display function, and the like are integrated into one unit, thus realizing space-saving. In addition, although hereinabove, the PTS front unit 1700A is described as the apparatus having the configuration shown in
[Configuration of Circuitry Included in Slot Machine]
Next, with reference to
A gaming board 1050 is provided with: a CPU 1051, a ROM 1052, and a boot ROM 1053, which are mutually connected by an internal bus; a card slot 1055 corresponding to a memory card 1054; and an IC socket 1057 corresponding to a GAL (Generic Array Logic) 1056.
The memory card 1054 includes a non-volatile memory and stores a game program and a game system program. The game program includes a program related to game progression and a program for producing effects by images and sounds. In addition, the above-mentioned game program includes a symbol determination program. The symbol determination program is a program for determining symbols to be rearranged.
In addition, the card slot 1055 is configured so that the memory card 1054 can be inserted thereinto and removed therefrom and is connected to a motherboard 1070 by an IDE bus. Accordingly, the memory card 1054 is pulled out from the card slot 1055, another game program is written into the memory card 1054, and that memory card 1054 is inserted into the card slot 1055, thereby allowing a kind and contents of a game played on the slot machine 1010 to be changed.
The GAL 1056 is a type of a PLD (Programmable Logic Device) having a fixed OR array structure. The GAL 1056 is provided with a plurality of input ports and output ports, and predetermined input into the input port causes output of the corresponding data from the output port.
In addition, the IC socket 1057 is configured so that the GAL 1056 can be inserted thereinto and removed therefrom and is connected to the motherboard 1070 by a PCI bus. The contents of the game to be played on the slot machine 1010 can be changed by replacing the memory card 1054 with another memory card 1054 having another program written therein or by rewriting the program written into the memory card 1054 as another program.
The CPU 1051, the ROM 1052 and the boot ROM 1053 mutually connected by the internal bus are connected to the motherboard 1070 by a PCI bus. The PCI bus enables a signal transmission between the motherboard 1070 and the gaming board 1050 and power supply from the motherboard 1070 to the gaming board 1050.
The ROM 1052 stores an authentication program. The boot ROM 1053 stores a pre-authentication program, a program (boot code) to be used by the CPU 1051 for activating the pre-authentication program, and the like.
The authentication program is a program (tamper check program) for authenticating the game program and the game system program. The pre-authentication program is a program for authenticating the above-mentioned authentication program. The authentication program and the pre-authentication program are written along a procedure (authentication procedure) for proving that the program to be the subject has not been tampered.
The mother board 1070 is configured by using a commercially available general-purpose mother board (printed circuit board having basic components of a personal computer mounted thereon) and includes a main CPU 1071, a ROM (Read Only Memory) 1072, a RAM (Random Access Memory) 1073, and a communication interface 1082. Here, the main CPU 1071 corresponds to a controller 1100 of the slot machine 1010.
The ROM 1072 includes a memory device such as a flash memory and stores a program such as BIOS (Basic Input/Output System) to be executed by the main CPU 1071 and permanent data. When the BIOS is executed by the main CPU 1071, processing for initializing predetermined peripheral devices is conducted; and further, through the gaming board 1050, processing of loading the game program and the game system program stored in the memory card 1054 is started. It is to be noted that in the present invention, the ROM 1072 may be a ROM in which contents are rewritable or a ROM in which contents are un-rewritable.
The RAM 1073 stores data and programs such as the symbol determination program which are used in operation of the main CPU 1071. For example, when the processing of loading the above-mentioned game program, game system program or authentication program is conducted, the RAM 1073 can store the program. The RAM 1073 is provided with working areas used for operations in execution of these programs. Examples of the areas include: an area that stores counters for managing the number of games, the number of BETs, the number of payout, the number of credits, and the like; and an area that stores symbols (code numbers) determined by a drawing.
The communication interface 1082 is to control transmission and reception of data between the PTS terminal 1700 and the main CPU 1071. In addition, the motherboard 1070 is connected with the later-described door PCB (Printed Circuit Board) 1090 and a main body PCB 1110 by respective USBs. The motherboard 1070 is also connected with a power supply unit 1081.
When the power is supplied from the power supply unit 1081 to the motherboard 1070, the main CPU 1071 of the motherboard 1070 is activated, and then the power is supplied to the gaming board 1050 through the PCI bus so as to activate the CPU 1051.
The door PCB 1090 and the main PCB 1110 are connected with input devices such as switches and sensors and peripheral devices, the operations of which are controlled by the main CPU 1071.
The door PCB 1090 is connected with a control panel 1030 and a cold cathode tube 1093.
The control panel 1030 is provided with a spin switch 1031S, a MAX-BET switch 1032S, a 5-BET switch 1033S, a 3-BET switch 1034S, a 2-BET switch 1035S, a 1-BET switch 1036S, a HELP switch 1037S, and a CASHOUT switch 1038S which correspond to the above-mentioned respective buttons. Each of the switches outputs a signal to the main CPU 1071 upon detection of pressing of the button corresponding thereto by a player.
The cold cathode tube 1093 functions as a backlight installed on the rear face sides of the upper image display panel 1131 and the lower image display panel 1141 and lights up based on a control signal outputted from the main CPU 1071.
The main body PCB 1110 is connected with the lamp 1111, the speakers 1112, the printer 1171, and a graphic board 1130. It is to be noted that although in this example, the bill validator 1022 is connected to the PTS terminal 1700, a configuration in which the bill validator 1022 is connected to the slot machine 1010 may be adopted.
The lamp 1111 lights up based on a control signal outputted from the main CPU 1071. The speakers 1112 outputs sounds such as BGM, based on a control signal outputted from the main CPU 1071. Based on a control signal outputted from the main CPU 1071, for example, the printer 1171 prints on a ticket a barcode representing encoded data of the number of credits, date, the identification number of the slot machine 1010, and the like stored in the RAM 1073 and then outputs the ticket as a ticket with a barcode.
It is to be noted that the upper image display panel 1131 and the lower image display panel 1141 may be configured as touch panels. Each of the touch panel detects a position where a finger or the like of a player touches and outputs a signal corresponding to the detected position to the main CPU 1071.
The bill validator 1022 identifies whether or not bills are authentic and accepts authentic bills into the cabinet 1011. An amount of the bills inputted into the cabinet 1011 is converted to a number of coins and a credit which is equivalent to the converted number of coins is added as a credit which a player has.
The graphic board 1130 controls display of images conducted by the respective upper image display panel 1131 and lower image display panel 1141 based on a control signal outputted from the main CPU 1071. The graphic board 1130 is provided with a VDP (Video Display Processor) generating image data, a video RAM storing the image data generated by the VDP, and the like. It is to be noted that the image data used in generation of image data by the VDP is included in the game program which has been read from the memory card 1054 and stored into the RAM 1073.
A motor driving circuit 1153 includes an FPGA (Field Programmable Gate Array) 1155 and a driver 1154. Connected to the motor driving circuit 1153 are stepping motors 1159A to 1159E for rotating the respective reels M1A to M1E. The FPGA 1155 is a programmable electronic circuit such as LSI and functions as a control circuit for the stepping motors 1159A to 1159E. The driver 1154 functions as an amplifying circuit for pulses inputted to the stepping motors 1159A to 1159E.
An index detection circuit 1151 is to detect a position of each of the reels M1A to M1E which are rotating and further, is capable of detecting losing of steps of each of the reels M1A to M1E. A position change detection circuit 1152 detects a change of a position where each of the reels M1A to M1E has stopped. For example, in a case where although in reality, a combination of symbols displayed after stopping of the reels M1A to M1E is not associated with any of combinations of symbols related to winning, the position where each of the reels M1A to M1E has stopped is changed by an external action such as a fraudulent act so as to establish any of combinations of symbols related to winning, the position change detection circuit 1152 detects the change of the position where each of the reels M1A to M1E has stopped. The position change detection circuit 1152 is configured to detect, for example, fins (not shown) attached at predetermined intervals to internal portions of each of the reels MIA to M1E and to be capable of thereby detecting the change of the position where each of the reels M1A to M1E has stopped.
It is to be noted that an excitation system of the stepping motors 1159A to 1159E is not particularly limited and a 1-2 phase excitation system or a 2 phase excitation system may be adopted. In addition, instead of the stepping motors, DC motors may be adopted. In a case where the DC motors are adopted, connected to the main body PCB 110 are a deviation counter, a D/A converter, and a servo amplifier in this order, and the DC motors are connected to the servo amplifier. In addition, rotation positions of the DC motors are detected by a rotary encoder, current rotation positions of the DC motors are supplied as data from the rotary encoder to the deviation counter.
It is to be noted although the configuration of the circuitry of the slot machine 1010 is described as the configuration shown in
[Circuitry Configuration of PTS Terminal]
Next, with reference to
A PTS controller 1750 for controlling the PIS terminal 1700 has a CPU 1751, a ROM 1752, and a RAM 1753.
The CPU 1751 controls execution of each component of the PTS terminal 1700, executes a variety of programs stored in the ROM 1752, and performs computation. For example, the CPU 1751 executes a credit updating program and updates credit-related data stored in an IC card 1500.
The ROM 1752 is constituted of a memory device such as a flash memory and has stored therein permanent data executed by the CPU 1751. For example, in the ROM 1752, a credit updating program for rewriting credit-related data stored in the IC card 1500 or the like can be stored.
The RAM 1753 temporarily stores data required upon executing a variety of programs stored in the ROM 1752.
An external storage device 1754 is a storage device, for example, such as a hard disk device and stores a program executed by the CPU 1751 and data which a program executed by the CPU 1751 uses.
A server I/F (interface) 1755 realizes data communication between servers such as a hall management server 10, a jackpot server 11, and the like and the PTS terminal 1700. A gaming machine I/F (interface) 1756 realizes data communication between a slot machine 1010 and the PTS terminal 1700, and for said data communication, a specified protocol can be used.
Besides, the PTS terminal 1700 is connected to a bill validator 1022 via a bill validator I/F (interface) 1757 and connected to a settlement apparatus 1868 via a settlement apparatus I/F (interface) 1758 and is capable of performing transmission and reception of data as needed.
A USB control part 1759 determines whether on the USB terminal 1737, power is supplied from a power supply unit 1760 and when a predetermined condition is satisfied, enables the recharging on the USB terminal 1737. When the predetermined condition is satisfied, a player connects an electronic device to the USB terminal 1737, thereby allowing said electronic device to be recharged.
A light emitting part LED driving part 1761 performs control such that in order to cause an upper light emitting plate 1720A to emit light, full-color LEDs 1721A of the LCD 1719 are lit up at predetermined timing and performs control such that in order to cause a lower light emitting plate 1720B of the LCD 1719 to emit light, full-color LEDs 1721B are lit up at predetermined timing.
An LCD control part 1762 performs control to cause the LCD 1719 to display information pertinent to members, information for the members, and the like and to display data read out from an IC card 1500 and data inputted by a player. In addition, the LCD 1719 has a touch panel function and when a touch panel is operated by a player, a predetermined signal is transmitted to the CPU 1751.
A home button 1722 is provided in the vicinity of the LCD 1719 and is a button for shifting a screen displayed on the LCD 1719 to a predetermined upper level screen. When the home button 1722 is pressed by a player, that operation by a player is transmitted to the CPU 1751, and the CPU 1751 transmits an instruction to the LCD control part 1762 to update the display on the LCD 1719 in accordance with said operation.
An IC card control part 1763 performs control for insertion and ejection of an IC card 1500, writing of credit data thereto, and the like. The IC card control part 1763 includes an IC card R/W (reader/writer) control part 1763A, an IC card suction and ejection control part 1763B, and an LED control part 1763C.
The IC card R/W control part 1763A controls a card unit 1741 and updates credit-related data stored in an IC card 1500. In addition, when an IC card 1500 is newly issued, credit-related data corresponding a settled money amount is stored. The card unit 1741 has an antenna part for reading data by an NFC or the like from the IC card 1500 or writing the data thereto.
Although the card unit 1741 has functions of an IC card reader for reading information stored in an IC card 1500 and an IC card writer for writing information to an IC card 1500, the card unit 1741 may have a function of either one of the IC card reader and the IC card writer as needed.
The IC card suction and ejection control part 1763B performs control for suction and ejection of an IC card 1500. When an IC card 1500 is inserted by a player into the card insertion slot 1730, the IC card suction and ejection control part 1763B performs control to retain the IC card in the card unit 1741 while a player is executing a game. In addition, after the credit-related data has been written in the IC card 1500 upon the settlement, the IC card suction and ejection control part 1763B performs control to eject that IC card 1500. Further, when an eject button 1732 has been pressed, the IC card suction and ejection control part 1763B ejects the IC card 1500.
In addition, when an IC card 1500 is newly issued, the IC card suction and ejection control part 1763B newly takes out an IC card 1500 from a card stacker 1742 and in order to cause the IC card 1500 to store credit-related data, supplies the IC card 1500 to the card unit 1741.
The LED control part 1763C performs control to light up LEDs (full-color LEDs 1731) provided in the vicinity of the card insertion slot 1730 of the card unit 1741 and to light up an LED (red LED 1733) provided in the vicinity of the eject button 1732.
A touch unit control part 1764 controls data transmission and reception associated with a touch operation on an IC card 1500, a mobile phone, a smartphone, or the like. The touch unit control part 1764 includes a non-contact R/W (reader/writer) control part 1764A and a LED control part 1764B.
The non-contact R/W control part 1764A determines whether or not the IC card 1500 or the mobile phone comes near within a predetermined distance (for example, a touch operation has been conducted) with a touch unit 1745, and when the IC card 1500 or the mobile phone has come near within the predetermined distance, the non-contact R/W control part 1764A obtains reading-out result from the touch unit 1745. The touch unit 1745 has an antenna part for performing data transmission and reception to and from the IC card 1500 or the mobile phone by an NFC or the like.
Although the touch unit 1745 has functions of the IC card reader for reading information stored in the IC card 1500 or the mobile phone and the IC card writer for writing information to the IC card 1500 or the mobile phone, the touch unit 1745 may have a function of either one thereof as needed.
The LED control part 1764B controls LEDs 1746 located in four corners of a front face of the touch unit 1745 to light up the LEDs 1746 at predetermined timing.
A DSP 1765 receives sound data obtained from microphones 1715 and 1717 and conducts predetermined processing for the sound data and thereafter, transmits the processed data to the CPU 1751. In addition, the DSP 1765 transmits the received sound data to speakers 1707 and 1709. Further, the DSP 1765 outputs the sound, received to an audio terminal connected with a headset, to headphones and processes the sound received from the microphones and transmits the processed sound to the CPU 1751. It is to be noted that here, the configuration of the outline is described and the description of an A/D converter, a D/A converter, an amplifier, and the like are omitted.
A camera control part 1766 obtains an image of a player or the like shot by a human body detection camera 1713, subjects the image to predetermined image processing as needed, and transmit the processed data to the CPU 1751. Said data is transmitted, for example, via a server I/F 1755 to the hall management server 10, the membership management server 12, and the like.
It is to be noted that although hereinabove, the circuitry configuration of the PIS terminal 1700 is descried as the configuration shown in
[Configuration of Symbol Combination Table]
Next, with reference to
The symbol combination table specifies combinations of drawn symbols related to winning and the numbers of payout. On the slot machine 1010, the rotation of symbol arrays of five reels M1A to M1E (a first reel to a fifth reel) of a reel apparatus M1 is stopped, and winning is established when the combination of symbols displayed along a winning line matches one of the combinations of symbols specified by the symbol combination table. According to the winning combination, a benefit such as payout of a credit or the like is provided for a player. It is to be noted that winning is not established (i.e. the game is lost) when the combination of symbols displayed along the winning line does not match any of the combinations of symbols specified by the symbol combination table.
Basically, winning is established when all symbols displayed along the winning line by all of the five reels M1A to M1E are of one kind out of kinds of symbols “RED”, “APPLE”, “BLUE 7”, “BELL”, “CHERRY”, “STRAWBERRY”, “PLUM”, and “ORANGE”. However, with respect to the respective kinds of symbols “CHERRY” and “ORANGE”, winning is also established when one or three symbols of either kind are displayed along the winning line by the reel or the reels.
For example, when all the symbols displayed along the winning line by all of the five reels M1A to M1E of the reel apparatus M1 are the symbols “BLUE 7”, the winning combination is a “BLUE” combination, and “10” is determined as the number of payout. Based on the determined number of payout, the provision of a credit is conducted. The provision of the credit is conducted, for example, such that the added credit is stored in the IC card 1500 and thereafter, the IC card 1500 is ejected from the card insertion slot 1730.
[Contents of Program Executed on Slot Machine]
Next, with reference to
<Main Control Process>
First, with reference to
First, when the power is supplied to the slot machine 1010, a main CPU 1071 reads the authenticated game program and game system program from a memory card 1054 via a gaming board 1050 and writes the programs into a RAM 1073 (step S11).
Next, the main CPU 1071 conducts an at-one-game-end initialization process (step S18). For example, data that becomes unnecessary after each game in working areas of the RAM 1073, such as the number of BETs and the symbols determined by a drawing, is cleared.
Next, the main CPU 1071 conducts a start-check process which is described later (step S19). In this process, input from a BET switch and a spin switch is checked.
Next, the main CPU 1071 conducts a symbol drawing process which is described later (step S20). In this process, to-be stopped symbols are determined based on random number values for symbol determination.
Next, the main CPU 1071 conducts an effect contents determination process (step S21). The main CPU 1071 extracts random number values for effect and determines any of the effect contents from a predetermined plurality of effect contents by a drawing. The effect contents can be determined in accordance with a winning combination and a state of a game on a slot machine 1010. For example, the configuration can be arranged such that in accordance with winning combinations and the states of the game on the slot machine 1010, drawing probabilities related to respective effect contents are made different from one another.
Next, the main CPU 1071 conducts a reel control process which is described later (step S22). In this process, rotation of five reels M1A to M1E (a first reel to a fifth reel) of a reel apparatus M1 is started, and the to-be stopped symbols determined in the symbol drawing process at step S20 are stopped in predetermined positions (for example, in a symbol display window 1135). In other words, three symbols including each of the to-be stopped symbols with respect to each of the reels are displayed in the symbol display window 1135.
Next, the main CPU 1071 conducts a to-be-paid-out number determination process which is described later (step S23). In this process, based on a combination of symbols displayed on a winning line L, a to-be-paid-out number is determined and stored in a to-be-paid-out number storage region provided in a RAM 1073.
Next, the main CPU 1071 conducts a game outcome notification process (step S25). In this process, data which includes termination time at which a unit game is terminated (for example, time at which the to-be-paid-out number determination process is conducted); game contents (for example, a to-be-paid-out number); and an identification code for identifying the slot machine 1010 is transmitted to a PTS terminal 1700. In addition, when a player can be identified with an IC card 1500 or the like being inserted, an identification code of a member associated with the IC card 1500 is also transmitted to the PTS terminal 1700. The PTS terminal 1700 transmits this data to a hall management server 10, and on the hall management server 10, this data is accumulated as information (game information) pertinent to a game progress for each player playing games and for each machine.
Next, the main CPU 1071 determines whether or not a bonus game trigger has been established (step S26). When the main CPU 1071 determines that the bonus game trigger has been established, the main CPU 1071 conducts a bonus game process which is described later (step S27).
After the process at step S27 or when determining at step S26 that the bonus game trigger has not been established, the main CPU 1071 conducts a paying-out process (step S28). The main CPU 1071 adds a value stored in the to-be-paid-out number storage region to a number-of-credits storage region provided in the RAM 1073. Here, for example, when a player presses a CASHOUT button, a CASHOUT switch 1038S which has detected the pressing thereof outputs a signal to the main CPU 1071 and the value in the number-of-credits storage region is added to the number of credits stored in the IC card 1500 held by a card unit 1741. It is to be noted that a ticket with a barcode may be issued by a printer 1171. After finishing the paying-out process, the main CPU 1071 returns to the process at S18 and the unit game is repeated.
<Start-check Process>
Next, with reference to
The main CPU 1071 determines whether or not an IC card 1500 inserted from a card insertion slot 1730 has been held by a card unit 1741 and whether or not bills are inputted into a bill validator 1022 (step S41). When the main CPU 1071 determines that the insertion of the IC card 1500 or the inputting of the bills has been detected, authenticity of said IC card 1500 or said bills are confirmed and thereafter, addition thereof to a number-of-credits storage region is conducted (step S42).
After the process at step S42 or when determining at step S41 that the insertion of the IC card 1500 or the like has not been detected, the main CPU 1071 determines whether or not a value stored in the number-of-credits storage region is zero (step S43). When the main CPU 1071 determines that the value stored in the number-of-credits storage region is not zero, the main CPU 1071 permits operation acceptance of a BET button (for example, any of a MAX BET button 1032, a 5-BET button 1033, a 3-BET button 1034, a 2-BET button 1035, and a 1-BET button 1036) (step S44).
Next, the main CPU 1071 determines whether or not operation of any of the BET buttons has been detected (step S45). When the pressing of any BET button by a player has been detected by a BET switch (for example, any of a MAX-BET switch 1032S, a 5-BET switch 1033S, a 3-BET switch 1034S, a 2-BET switch 1035S, a 1-BET switch 1036S), the main CPU 1071 performs addition to a number-of-BETs storage region provided in the RAM 1073 and subtraction from the number-of-credits storage region based on the kind of the BET button (step S46).
Next, the main CPU 1071 determines whether or not a value stored in the number-of-BETs storage region is at its maximum (step S47). When the main CPU 1071 determines that the value stored in the number-of-BETs storage region is at its maximum, the main CPU 1071 prohibits updating of the value stored in the number-of-BETs storage region (step S48). After step S48 or when determining at step S47 that the value stored in the number-of-BETs storage region is not at its maximum, the main CPU 1071 permits operation acceptance of a spin button (step S49).
After step S49 or when determining at step S45 that the operation of any of the BET buttons has not been detected, or when determining at step S43 that the value stored in the number-of-credits storage region is zero, the main CPU 1071 determines whether or not operation of the spin button has been detected (step S50). When the main CPU 1071 determines that the operation of the spin button has not been detected, the main CPU 1071 shifts the processing to step S41.
When the main CPU 1071 determines that the operation of the spin button has been detected, the main CPU 1071 conducts a jackpot-related process which is described later. In this process, one part of the bet credit is paid out via the PIS terminal 1700 to a jackpot server 11, for example, as a jackpot amount to be accumulated for a jackpot (step S51).
Next, the main CPU 1071 conducts a game start notification process (step S52). In this process, data which includes game start time at which a unit game is started; game contents (for example, a bet number); and an identification code for identifying a slot machine 1010 is transmitted to a PTS terminal 1700. In addition, when a player can be identified with an IC card 1500 or the like being inserted, an identification code of a member associated with the IC card 1500 is also transmitted to the PTS terminal 1700. The PTS terminal 1700 transmits this data to a hall management server 10, and on the hall management server 10, this data is accumulated as information (game information) pertinent to a game progress for each player playing games and for each machine After the process at step S52 has been conducted, the start-check process is completed.
<Symbol Drawing Process>
Next, with reference to
First, the main CPU 1071 extracts random number values for symbol determination (step S111). Next, the main CPU 1071 determines to-be stopped symbols for five reels MIA to M1E (a first reel to a fifth reel) of a reel apparatus M1 (step S112). The main CPU 1071 conducts a drawing for each of the reels and determines any of 12 symbols as to-be stopped symbols.
Next, the main CPU 1071 stores the determined to-be stopped symbols for the respective reels in a symbol storage region provided in a RAM 1073 (step S113). Next, the main CPU 1071 references a symbol combination table (
<Reel Control Process>
Next, with reference to
First, the main CPU 1071 controls stepping motors 1159A to 1159E and starts rotation of five reels M1A to M1E of a reel apparatus M1 (step S131). Next, the main CPU 1071 controls the stepping motors 1159A to 1159E and stops the rotation of the five reels M1A to M1E based on the above-mentioned symbol storage region (step S132). After the process has been conducted, the reel control process is completed.
It is to be noted that in accordance with timing of starting and stopping of the rotation of the reels M1A to M1E in the reel control process or other timing, the effect determined in the effect contents determination process (
<To-be-paid-out Number Determination Process>
Next, with reference to
First, the main CPU 1071 determines whether or not a winning combination is a combination related to a jackpot (step S151). When the main CPU 1071 determines that the winning combination is not the combination of the jackpot, the main CPU 1071 determines a to-be-paid-out number corresponding to the winning combination (step S152). For example, when the winning combination is a combination of symbols “BELL”, the main CPU 1071 determines “8” as the to-be-paid-out number (refer to
When the main CPU 1071 determines that the winning combination is the combination of the jackpot, the main CPU 1071 notifies an external control device (that is, a jackpot server 11) of the winning of the jackpot (step S154). It is to be noted that upon reception of the notification, the jackpot server 11 transmits to the slot machine 1010 the amount of a jackpot having been updated up to that time. At this time, a part (e.g. 80%) of the amount of jackpot may be an amount to be paid out and the rest (e.g. 20%) may be carried over for the upcoming establishment of a jackpot trigger.
Next, the main CPU 1071 receives the jackpot amount from the jackpot server 11 (step S155). Next, the main CPU 1071 stores the received jackpot amount into the to-be-paid-out number storage region (step S156). After this process has been conducted, the to-be-paid-out number determination process is completed.
<Jackpot-related Process>
Next, with reference to
First, the main CPU 1071 calculates an accumulation amount (step S171). The main CPU 1071 obtains a product of the value stored in the number-of-BETs storage region and a predetermined accumulation ratio, thereby calculating the accumulation amount to the amount of a jackpot.
Next, the main CPU 1071 transmits the calculated accumulation amount to the jackpot server 11 (step S172). Upon reception of the accumulation amount, the jackpot server 11 updates the amount of jackpot. After the process has been conducted, the jackpot-related process is completed.
<Bonus Game Process>
Next, with reference to
First, the main CPU 1071 determines a number of bonus games (step S191). The main CPU 1071 extracts random number values for number-of-bonus-games determination and determines any one of the various numbers of bonus games such as “10”, “20” and “30” by a drawing.
Next, the main CPU 1071 stores the determined number of bonus games into a number-of-bonus-games storage region provided in a RAM 1073 (step S192).
Next, the main CPU 1071 conducts an at-one-game-end initialization process in the same way as the process at step S18 described with reference to
Next, the main CPU 1071 conducts a game start notification process (step S194). This process is the same as the game start notification process at step S52 shown in
Next, the main CPU 1071 conducts a symbol drawing process described with reference to
Next, the main CPU 1071 conducts a game outcome notification process (step S199). This process is the same as the game outcome notification process at step S25 shown in
Next, the main CPU 1071 determines whether or not a bonus game trigger has been established (step S200). When the main CPU 1071 determines that the bonus game trigger has been established, the main CPU 1071 determines a number of bonus games to be added (step S201). In the same way as the above-mentioned process at step S191, the main CPU 1071 determines the number of bonus games. Next, the main CPU 1071 adds the determined number of bonus games to a value stored in a number-of-bonus-games storage region (step S202).
After the process of step S202 or when determining at step S200 that the bonus game trigger has not been established, the main CPU 1071 conducts a paying-out process (step S203). In this paying-out process, the main CPU 1071 adds the value stored into the to-be-paid-out number storage region in the above-mentioned to-be-paid-out number determination process at step S198 to a value stored in a to-be-paid-out number storage region for bonuses. The to-be-paid-out number storage region for bonuses is an area for storing a total of the to-be-paid-out numbers determined during the bonus games.
When the bonus game process has been completed, the main CPU 1071 adds the value stored in the to-be-paid-out number storage region for bonuses to the value stored in the number-of-credits storage region provided in the RAM 1073, in the paying-out process at step S28 described with reference to
Next, the main CPU 1071 subtracts one from the value stored in the number-of-bonus-games storage region (step S204). Next, the main CPU 1071 determines whether or not a value stored in the number-of-bonus-games storage region is zero (step S205). When the main CPU 1071 determines that the value stored in the number-of-bonus-games storage region is not zero, the main CPU 1071 shifts the processing to step S193. On the other hand, when the main CPU 1071 determines that the value stored in the number-of-bonus-games storage region is zero, the main CPU 1071 completes the bonus game process. When the bonus game process has been completed, the processing is shifted to the processing at step S28 described with reference to
On the slot machine 1010 according to the present embodiment, each game executed as the bonus game is each free game in which without consuming coins, a drawing related to determination of to-be stopped symbols is conducted, the free game being repeated at a number of times which is determined by a drawing as a number of bonus games. In addition, a bet number at this time is a bet number in a case where a 1-BET button 1036 is pressed by a player.
[Necessity and Features of Game Information Analysis System]
Next, with reference to
As shown in the “problems” described in
In other words, it is important to maintain degrees of satisfaction of the hall store and the customers with an appropriate balance being kept. However, in the conventional system, it has been difficult to grasp these degrees of satisfaction, attributes of the customers, and attributes of gaming machines.
Therefore, in the game information analysis system according to the present invention, in order to solve the above-mentioned problem, game information is analyzed from points of view of both sides of the hall store and the customers, optimum management information is provided.
By using the game information analysis system according to the present invention having the features as described above, a game system constructed as the existing system can be further developed, and advice and prediction beneficial for the hall store administration can be provided for an owner of the hall store or the like.
The game information analysis system conducts a variety of analyses for, for example: (1) determination of soundness (balance) of administration; (2) classification by attributes of machines/customers; (3) detection of potential risks and trend change; (4) future prediction and finding of potential risks and trends, and so forth.
Through the above-described analysis by the game information analysis system, information beneficial for optimum management judgment and sound hall store administration is provided.
[Outline of Game Information Analysis System]
Next, with reference to
In the online operation form for the small-scale hall store, the game information analysis system includes (the later-described) analysis server for conducting an analysis process, and this analysis server obtains, from a hall management server, game information or the like required for an analysis in real time or at other timing. In addition, the hall management server receives, from a plurality of gaming machines (in the present embodiment, slot machines), information related to game states or the like and accumulates the information. Here, a number of gaming machines connected to the hall store management server is, for example, 1,000 or less, and the number thereof is a number of the gaming machines in the small-scale hall store.
In the online operation form for the large-scale hall store, as in the online operation form for the small-scale hall store, the game information analysis system includes (the later-described) analysis server for conducting an analysis process, and this analysis server obtains, from a hall management server, game information or the like required for analysis in real time or at other timing. In addition, the hall management server receives, from a plurality of gaming machines (in the present embodiment, slot machines), information related to game states or the like and accumulates the information. Here, a number of gaming machines connected to the hall store management server is, for example, larger than 1,000, and the number thereof is a number of the gaming machines in the large-scale hall store. Because the analysis server in said operation form receives data from such a large number of gaming machines (via the hall management server) and conducts the analysis process, there may be a case where a large load is exerted on a computer resource. Therefore, a plurality of analysis servers is provided to share the analysis process, and the game information analysis system also can be thereby configured so as not to exert an excessive load on each of the analysis servers.
In the offline operation forms, as in the online operation form for the small-scale hall store, the game information analysis system is configured to include an analysis server which conducts an analysis process. However, analysis result data or the like transmitted from the analysis server to a client terminal is neither received in real time nor received via a network. The analysis result data or the like is provided for the client terminal via, for example, a portable recording medium such as a CD-ROM and a portable memory.
The game information analysis system can be configured to conduct the analysis process, as an option, by using game information or the like on a plurality of sites (for example, sites of a plurality of independent hall stores, sites of a plurality of hall stores belonging to the same group, etc.). In addition, displaying or the like of an analysis result can be instructed by a simple operation including a simple authentication-compliant operation (by the later-described client terminal connected to the analysis server). Further, as the above-mentioned client terminal, a mobile terminal such as a smartphone, a mobile phone, and a PDA can be used. The game information or the like is obtained from the hall management server or the like of the existing system, thereby allowing linkage among systems to be realized.
As shown in
The game information analysis system 2001A is a system implemented in the online operation form for the above-described small-scale hall store and includes the slot machines whose number is 1000 or less (1000) as described above. Each of the slot machines is connected via a network to the hall management server 2013A, and game information indicating game states such as a money amount or a number of coins inputted to each of the slot machines (as it is called, “IN” information, hereinafter, referral to as a bet number, a bet amount, a bet money amount, or the like) and a money amount or a number of coins paid out from each of the slot machines (as it is called, “OUT” information, hereinafter, referred to as a to-be-paid-out number, a payout amount, a to-be-paid-out money amount, or the like) is transmitted from each of the slot machines to the hall management server 2013A in real time and further, is transmitted from the hall management server 2013A to the analysis server 2012A.
In addition, machine information related to each of the slot machines stored in the hall management server 2013A is transmitted to the analysis server 2012A. The machine information includes fixed information registered for managing the gaming machines and variable information which varies in accordance with a game played by a player, and the variable information is transmitted in real time from each of the slot machines via the hall management server 2013A to the analysis server 2012A.
The analysis result data obtained as a result of the analysis process on the analysis server 2012A is provided for the client terminal 2011A, and in response to a user's operation, the client terminal 2011A controls a display or the like of the client terminal 2011A to display a variety of analysis reports or the like based on the received analysis result data.
It is to be noted that the analysis server 2012A can be connected to the existing game system. In this case, it is required for the analysis server 2012A to grasp a protocol and a format of the data transmitted from hall management server 2013A of the game system and to receive the data so as to correspond thereto.
In addition, in the present specification, in a case where the game information analysis system is collectively referred to, instead of being referral to as each game information analysis system in each of the individual operation forms, the game information analysis system is referral to as a game information analysis system 2001; in a case where the client terminal is collectively referred to, instead of being referred to as each client terminal in each of the individual operation forms, the client terminal is referred to as a client terminal 2011; in a case when the analysis server is collectively referral to, instead of being referred to as each analysis server in each of the individual operation forms, the analysis server is referral to as an analysis server 2012; in a case when the hall management server is collectively referral to, instead of being referral to as each hall management server in each of the individual operation forms, the hall management server is referral to as a hall management server 2013; and in a case when the slot machine is collectively referral to, instead of being referred to as each slot machine in each of the individual operation forms, the slot machine is referral to as a slot machine 2014. The slot machine 2014 corresponds to the slot machine 1010 shown in
As shown in
The game information analysis system 2001B is a system implemented in the online operation form for the above-described large-scale hall store and includes the slot machines whose number is larger than 1000 (3000) as described above. Each of the slot machines is connected via a network to one corresponding hall management server among the hall management server 2013B-1 to hall management server 2013B-3, and game information indicating a game state such as a bet number inputted to each of the slot machines and a to-be-paid-out number paid out is transmitted to the corresponding hall management server 2013B in real time from each of the slot machines, and further, the game information is transmitted from each of the hall management server 2013B-1 to hall management server 2013B-3 to any of the analysis server 2012B-1 to analysis server 2012B-4.
In this example, the analysis server 2012B is constituted of four analysis server 2012B-1 to analysis server 2012B-4, the analysis process is shared to be executed. The analysis server 2012B may be configured such that each of the analysis servers 2012B takes charge of a different analysis process or executes the same analysis process with respect to each different range of slot machines. The hall management server 2013B-1 to hall management server 2013B-3 transmit necessary data to the respective analysis servers 2012B in accordance with processing contents on the analysis server 2012B-1 to analysis server 2012B-4.
In addition, machine information related to each of the slot machines stored on the hall management server 2013B-1 to hall management server b-3 is transmitted as needed to all or any of the analysis server 2012B-1 to analysis server 2012B-4. The machine information includes fixed information registered for managing the gaming machines and variable information which varies in accordance with a game played by a player, and the variable information is transmitted in real time from each of the slot machines via the hall management server 2013B to the analysis server 2012B.
As shown in
The game information analysis system 2001C is a system implemented in the offline operation form for the above-described small-scale hall store and includes slot machines whose number is within 1000 (1000) as described above. Connection between each of the slot machine 2014C-1 to slot machine 2014C-1000 and the hall management server 2013C and data to be transmitted are the same as in the game information analysis system 2001A shown in
Analysis result data obtained as a result of an analysis process on the analysis server 2012C is stored in, for example, a portable recording medium such as a CD-ROM and a portable memory and is provided for the client terminal 2011C. Based on the received analysis result data, the client terminal 2011C controls a display or the like of the client terminal 2011C to display a variety of analysis reports or the like.
As shown in
Each of the hall store A to hall store C corresponds to the above-described small-scale hall store (in other words, the number of slot machines is within 1000). Connection between each of the slot machine 2014D-A1 to slot machine 2014D-A1000 and the hall management server 2013D-A in the hall store A and data to be transmitted are the same as in the game information analysis system 2001A shown in
From the hall management server 2013D-A to the analysis server 2012D, game information or the like related to the slot machine 2014D-A1 to the slot machine 2014D-A1000 is transmitted in real time or at other timing From the hall management server 2013D-B to the analysis server 2012D, game information or the like related to the slot machine 2014D-B1 to the slot machine 2014D-B800 is transmitted in real time or at other timing From the hall management server 2013D-C to the analysis server 2012D, game information or the like related to the slot machine 2014D-C1 to the slot machine 2014D-0500 is transmitted in real time or at other timing.
As shown in
In addition, the client terminal 2011E in the game information analysis system 2001E can be configured so as to include two kinds of client terminals (for example, a client terminal 2011E-1 and a client terminal 2011E-2). Here, when a user operates and causes the client terminal 2011E-1 to display an analysis result, by inputting an user ID and a password, the client terminal 2011E-1 can connect to the analysis server 2012E and can log on to the game information analysis system 2001E (ordinary authentication).
On the other hand, by inputting neither a user ID nor a password or only by inputting a user ID and other character string, the client terminal 2011E-2 can connect to the analysis server 2012E and log on to the game information analysis system 2001E (simple authentication).
As described above, the log-in methods (authentication methods) of the client terminal 2011E-1 and the client terminal 2011E-2 to the game information analysis system 2001E are different from each other, and in accordance with the above-mentioned difference, ranges in which data can be referenced with the game information analysis system 2001E, data which can be handled, functions which can be utilized, and the like may be different from each other.
As shown in
In addition, the client terminal 2011F of the game information analysis system 2001F can be configured so as to include two kinds of client terminals (for example, a client terminal 2011F-1 and a client terminal 2011F-2). Here, the client terminal 2011F-1 is a desktop type personal computer and the client terminal 2011F-2 is a tablet type portable computer. Here, the client terminal 2011F-1 is connected to the analysis server 2012F via a LAN cable, a router, the Internet, and the like, whereas the client terminal 2011F-2 is connected to the analysis server 2012F via a wireless LAN, a wireless router, the Internet, and the like or via a public wireless communication network, a wireless base station, the Internet, and the like.
As described above, configurations of hardware of the client terminal 2011F-1 and the client terminal 2011F-2 are different from each other and in some cases, methods of connecting the client terminal 2011F-1 and the client terminal 2011F-2 to the analysis server 2012F are different from each other, and in accordance with the above-mentioned difference, ranges in which data can be referenced with the game information analysis system 2001F, data which can be handled, functions which can be utilized, and the like may be different from each other.
In addition, here, although the desktop type personal computer and the tablet type portable computer are exemplified, other various computers such as a smartphone and a mobile phone which can be connected to the analysis server 2012F can be used as the client terminal.
Hereinabove, although with reference to
Next, with reference to
Through the above-described analysis process for the past accumulated data, for example, even in a case where the game information analysis system 2001 according to the present invention is introduced from halfway to said existing game system, for a while, without obtaining the game information from each of the slot machines and conducting the analysis (for obtaining statistical data), player attributes and machine attributes at the present time can be immediately grasped (by the past accumulated data), and from the moment at which the use of the game information analysis system 2001 according to the present invention is started, outputting or the like of an effective analysis report is enabled.
Of course, the analysis process by the analysis engine may be conducted in real time and an analysis result may be stored in the analysis database. It is to be noted that in this case, it is required for the game information or the like needed for the analysis process to be transmitted in real time from the hall management server.
The analysis result stored in the analysis database is provided by a user interface such as a Web application for a user. For example, the analysis result stored in the analysis database is obtained and interpreted by a Web browser (Web GUI) executed on the client terminal connected to the analysis server, and an analysis result report or the like is displayed to a user (on a display of the client terminal).
In addition, the analysis result stored in the analysis database is obtained and interpreted by an application executed on the client terminal connected to the analysis server, and the analysis result report or the like is outputted to a printer or the like connected to the client terminal for printing. In addition, the analysis result report or the like is outputted as data in a predetermined file format such as PDF, and a user displays that data on other computer, thereby allowing the analysis result report or the like to be confirmed.
Further, the analysis result stored in the analysis database is obtained and interpreted by an application executed on the client terminal connected to the analysis server, and the analysis result report or the like is outputted as data in a predetermined file format such as CSV and XML, and a user displays that data on other computer, thereby allowing the analysis result report or the like to be confirmed.
In addition, further, by accessing the analysis server from other system via a WEB-API, needed data is obtained from the analysis database, the analysis result report or the like may be edited and outputted. The WEB-API can be previously prepared in the game information analysis system so as to allow a predetermined user to utilize the analysis result or the like.
Next, with reference to
In addition, in the present invention, a diagnosis with respect to a balance between this psychology of a customer and sales can be made. If a hall store attaches weight to sales and holds down a payout amount, an adverse influence is exerted on the psychology of a customer. In the present invention, the effective diagnosis with respect to the balance between such customer psychology and the administration can be made.
In
If a hall store pursues only a profit, customers are dissatisfied, and hall store administration cannot be stable. In the game information analysis system 2001 according to the present invention, from a scatter diagram in which scored customer psychology and sales are shown, diagnosis on whether the administration of a hall store is in a well-balanced state can be made.
A second function of the game information analysis system 2001 shown in
In
In
In
As shown in a graph of attribute matching in
A third function of the game information analysis system 2001 shown in
In
In
In a lower row in
In
In
A fourth function of the game information analysis system 2001 shown in
In
In addition, in
On a graph in
Next, with reference to
The CPU 2101 reads out and executes control programs stored in the ROM 2102 and the RAM 2103. For example, the CPU 2101 executes a WEB browser by a user's instruction and based on analysis result data or the like received from the analysis server 2012, displays a variety of analysis reports or the like on the display 2105. The ROM (Read Only Memory) 2102 is a non-volatile memory, and programs or the like executed upon starting up the client terminal 2011 are stored therein. The RAM (Random Access Memory) 2103 is a volatile memory, and programs such as the above-described WEB browser executed by the CPU 2101 and data or the like used during the execution of these programs are temporarily stored therein.
The external storage device 2104 is a storage device, for example, such as a hard disk device, and program data of the WEB browser and analysis result data or the like received from the analysis server 2012 are stored therein.
The display 2105 is configured as a touch panel display including a touch panel on which a touch operation by a user can be performed. This display 2105 is realized, for example, by a liquid crystal display, and the analysis reports or the like are displayed by the WEB browser thereon. Here, when the user's operation is inputted onto the touch panel, said operation content is transmitted to the CPU 2101, and processing in accordance with that operation is conducted.
The keyboard 2106 and the mouse 2107 are input devices with which a user issues instructions and conducts data inputting or the like.
The network I/F 2108 is connected via a network such as the Internet to the analysis server 2012 and controls data transmission and reception between the client terminal 2011 and the analysis server 2012. For example, via this network I/F 2108, a user's instruction content is transmitted from the client terminal 2011 to the analysis server 2012, and conversely, analysis result data (WEB page) is transmitted from the analysis server 2012 to the client terminal 2011. The speaker 2109 outputs a variety of pieces of sound data.
It is to be noted that although
In a case when the client terminal 2011 is configured as the stand-alone terminal like the client terminal 2011C shown in
In addition, in a case when the client terminal 2011 is configured as a terminal (for example, a tablet type terminal) which receives the analysis result data or the like through wireless communication, like the client terminal 2011F-2 shown in
The CPU 2201 reads out and executes control programs stored in the ROM 2202 and the RAM 2203. For example, the CPU 2201 executes a corresponding analysis process in accordance with a user's instruction from the client terminal 2011 and generates analysis result data. The ROM 2202 is a non-volatile memory and programs or the like executed upon starting up the analysis server 2012 are stored therein. The RAM 2203 is a volatile memory and programs for conducting the above-described analysis process to be executed by the CPU 2201 and data or the like used during the execution of these programs are temporarily stored therein.
The external storage device 2204 is a storage device, for example, such as a hard disk device and program data for conducting the analysis process, the analysis result data transmitted to the client terminal 2011, game information received from the hall management server 2013, and the like are stored therein.
The display 2205 is configured as a touch panel display including a touch panel on which a touch operation by an administrator of the game information analysis system can be performed. This display 2205 is realized, for example, by a liquid crystal display. In a case when the analysis server 2012 receives input and an instruction from a terminal remotely connected, it is not required for the analysis server 2012 to include the display 2205.
The keyboard 2206 and the mouse 2207 are input devices with which an administrator of the game information analysis system issues instructions and conducts data inputting or the like. Also with respect to the keyboard 2206 and the mouse 2207, as in the above description, in a case when the analysis server 2012 receives input and an instruction from a terminal remotely connected, it is not required for the analysis server 2012 to include these.
The network I/F 2208 is connected via a network such as the Internet to the client terminal 2011 and the hall management server 2013 and controls data transmission and reception between the client terminal 2011 and the analysis server 2012 as well as between the hall management server 2013 and the analysis server 2012. For example, via this network I/F 2208, a user's instruction content is transmitted from the client terminal 2011 to the analysis server 2012, and conversely, analysis result data (WEB page) is transmitted from the analysis server 2012 to the client terminal 2011. In addition, via this network I/F 2208, game information or the like is transmitted from the hall management server 2013 to the analysis server 2012.
It is to be noted that the analysis server 2012 shown in
The CPU 2301 reads out and executes control programs stored in the ROM 2302 and the RAM 2303. For example, when pieces of game information are transmitted from a slot machine 2014, the CPU 2301 appropriately edits and totalizes those pieces of information as needed and accumulates those in the external storage device 2304. The ROM 2302 is a non-volatile memory and programs or the like executed upon starting up the hall management server 2013 are stored therein. The RAM 2303 is a volatile memory and programs for controlling the accumulation of the above-described game information executed by the CPU 2301 and data or the like used during the execution of these programs are temporarily stored therein.
The external storage device 2304 is a storage device, for example, such as a hard disk device and program data for controlling the accumulation of the pieces of game information and the game information or the like are stored therein.
The display 2305 is configured as a touch panel display including a touch panel on which a touch operation by an administrator of a hall store can be performed. This display 2305 is realized, for example, by a liquid crystal display. In a case where the hall management server 2013 receives input and an instruction from a terminal remotely connected, it is not required for the hall management server 2013 to include the display 2305.
The keyboard 2306 and the mouse 2307 are input devices with which an administrator of a hall store issues instructions and conducts data inputting or the like. Also with respect to the keyboard 2306 and the mouse 2307, as in the above description, in a case where the hall management server 2013 receives input and an instruction from a terminal remotely connected, it is not required for the hall management server 2013 to include these.
The network I/F 2308 is connected via a network such as the Internet to the analysis server 2012 and is connected to slot machines 2014 via a network or the like in a hall store and controls data transmission and reception between the hall management server 2013 and the analysis server 2012 as well as between the slot machines 2014 and the hall management server 2013. For example, via this network I/F 2308, game information or the like is transmitted from the hall management server 2013 to the analysis server 2012 and the game information or the like is transmitted from the slot machines 2014 to the hall management server 2013.
It is to be noted that the hall management server 2013 shown in
Next, with reference to
The input control part 2151 detects operations of the display 2105, the keyboard 2106, the mouse 2107, and the like which are shown in
The display control part 2152 controls the display 2105 to display a screen or the like. For example, in response to an instruction of the WEB browser 2154, the display control part 2152 controls the display 2105 to display a WEB page in which the analysis report or the like generated by the WEB browser 2154 is displayed.
The access control part 2153 transmits a user ID and a password inputted by a user to the analysis server 2012 and when accessing is permitted by the analysis server 2012 (authentication OK), the reception or the like of the analysis result data from the analysis server 2012 is made possible. In addition, when the simple authentication as shown in
The WEB browser 2154 requests the analysis server 2012 to display a designated analysis report in response to a user's operation; receives, as a response for said request, analysis result data in HTML format transmitted from the analysis server 2012 and related image data; interprets the received analysis result data or the like; and generates an analysis report (WEB page) to be displayed on the display 2105. It is to be noted that although in this example, by using the WEB browser 2154, the analysis report is displayed on the display 2105, the configuration can be arranged such that by using other application, the same process is conducted.
The network I/F part 2155 controls the network I/F 2108 shown in
When there is login from the client terminal 2011, the access control part 2251 conducts authentication checking for a user ID and a password based on user registration information of the system management data 2281 and if the authentication is OK, the access control part 2251 permits accessing of the client terminal 2011.
When there is a request of a WEB page from a WEB browser executed on the client terminal 2011, the WEB page control part 2252 generates the requested WEB page and transmits the generated WEB page to the client terminal 2011. For example, when there is a request to display the analysis report from the client terminal 2011, the WEB page control part 2252 generates as a WEB page the analysis result data 2282C in the analysis database 2282 and a result of the analysis process by the game information analysis part 2255 and transmits those as analysis result data to the client terminal 2011. The WEB page control part 2252 is, so to speak, a function part which functions as a WEB server.
When a user operates the client terminal 2011 and performs an operation for system management (operation related to system management performed by selecting the system management on the later-described menu screen of the game information analysis system), the system management part 2253 stores that operation and the input result in the system management data 2281 in the storage device 2280.
For example, when as the operation for the system management, data management operation for conducting maintenance for predetermined data and algorithm is performed by a user, the system management part 2253 stores a processing result obtained by that operation in data information of the system management data 2281. In addition, when a group management operation for defiling authorization of a user group utilizing the present system is performed by a user, the system management part 2253 stores a processing result obtained by that operation in group information of the system management data 2281. In addition, when a user management operation for registering a user utilizing the present system is performed by a user, the system management part 2253 stores a processing result obtained by that operation in user registration information of the system management data 2281. In the user registration information, user IDs, passwords, and the like are included. In addition, the system management part 2253 stores an access history of a user utilizing the present system in access information of the system management data 2281.
The game information reception part 2254 receives game information from the hall management server 2013. The game information includes game information transmitted from a plurality of slot machines 2014 and game information accumulated, edited, or processed on the hall management server 2013. In addition, the game information reception part 2254 can receive the game information of the slot machines 2014 in a hall store in real time or at near-real-time timing. The received game information is stoned as the game information data 2282A in the analysis database 2282 in the storage device 2280.
In addition, when the game information analysis system 2001 is introduced in the existing game system, the accumulated past game information can be collectively received.
In addition, in the game information analysis system according to the present invention, the index data 2282B used for the analysis of the game information is held in the analysis database 2282. Each piece of the index data 2282B, for which updating and generation are required each time the game information is received, is calculated in the later-described game information analysis part 2255 and is stored as index data 2282B.
Based on the game information data 2282A, the index data 2282B, and the like in the analysis database 2282, the game information analysis part 2255 conducts an analysis process at a predetermined timing and stores an analysis result as the analysis result data 2282C in the analysis database 2282. It is to be noted that as the timing at which the game information analysis part 2255 conducts the analysis process, various timings such as a timing at which a user issues a request to display the analysis report via the client terminal 2011 and a timing at which the game information reception part 2254 receives the game information can be set.
In addition, when the game information reception part 2254 collectively receives the accumulated past game information, the configuration can be arranged such that through batch processing in the night, the analysis process is conducted from the predetermined game information or the index data is generated.
The network I/F (interface) part 2256 controls the network I/F 2208 shown in
It is to be noted that the respective functions of the analysis server 2012 shown in
Here, the member management data 2381 includes information pertinent to members who have been registered as members in a hall store. In addition, the game related data 2382 includes game information transmitted from the hall management server 2013 to the analysis server 2012 and stores a game history on each of the slot machines 2014 (the game history of each member is managed so as to be associated with an identifier such as a member ID) and in addition thereto, stores a variety of pieces of information or the like which includes information pertinent to machine information of each of the slot machines 2014 and failure thereof.
The member management part 2351 controls an operation of the member registration in a hall store and stores information pertinent to registered members in the member management data 2381 in the storage device 2380.
The game related data management part 2352 collects game related data from each of the slot machines 2014 and stores the data in the game related data 2382. As the game related data, starting time of each game on each of the slot machines 2014, termination time of each game thereon, a Bet amount, a payout amount, a machine ID, a player ID (in a case of a member) and in addition thereto, a variety of pieces of data are included.
The game information transmission part 2353 transmits the data collected by the game related data management part 2352 from each of the slot machines 2014 to the analysis server 2012 having a previously set address as needed. The pieces of information related to each game such as the starting time of a game, the termination time thereof, and the Bet amount are transmitted basically in real time, and the timing of the transmission is determined variously in accordance with a kind of the data.
The respective functions of the hall management server 2013 shown in
[Outline of Menu Configuration of Game Information Analysis System]
Next, with reference to
As shown in
As shown in an upper portion in
Although in
As shown in an upper portion in
As shown in
Here, an objective of the daily operation report is to report a daily operation state of the whole hall store, and a variety of pieces of data which allow risks and trend changes related to the operation to be detected are displayed. In addition, sales achievement prediction can also be conducted. An objective of the daily financial report is to report a daily financial state of the whole hall store, and a variety of pieces of data which allows risks and trend changes related to finance to be detected are displayed.
An objective of the monthly operation report is to report a monthly operation state of the whole hall store, and a variety of pieces of data which allow risks and trend changes related to the operation to be detected are displayed. In addition, sales achievement prediction can also be conducted. An objective of the monthly financial report is to report a monthly financial state of the whole hall store, and a variety of pieces of data which allow risks and trend changes related to the finance to be detected are displayed.
In addition, an objective of the monthly diagnosis report is to report a monthly administration state of the whole hall store, and a variety of pieces of data which are used to determine a balance between a degree of satisfaction of a hall store and degrees of satisfaction of customers are displayed. In addition, a variety of pieces of data which are used to determine matching between attributes of slot machines and attributes of customers are displayed.
Here, for example, the operation summary displays a summary of operation related indices (for example, Winloss, operation ratios, numbers of sessions, numbers of members, and the like). The Winloss accumulation displays target achievement ratios and prediction analysis results of Winloss. The Winloss comparison displays index comparison analysis results of Winloss, Hold, and operation ratios. The Bet transition displays data for detecting a Bet fluctuation risk. The valid session transition displays data for detecting a valid session fluctuation risk. The valid member transition displays data for detecting a valid member fluctuation risk. The operation unit transition displays transition of numbers of operation machines (in this example, slot machines) The operation ratio transition displays data for detecting a machine operation ratio fluctuation risk. The stopping ratio transition displays data for detecting a machine stopping time fluctuation risk. The caution-needed session transition displays each session determined as a caution-needed session (for risk management). The transition details display time series lists of the operation related indices.
Here, for example, the Winloss transition displays time series transition of funds by Winloss. The transition of currency displays time series transition of the currency in a cashbox. The transition of each currency displays time series transition of each of the currencies in the cashbox. The transition of the cashless transitions displays time series transition of the cashless transactions. The cashless category displays a balance of the cashless transactions by composition ratios of categories of the cashless transactions (for example, WAT, a coupon, a ticket, and the like). The point transition displays data which shows a balance of points.
Since these reports are reports in which the respective daily operation reports described with reference to
Since these reports are reports in which the respective daily financial reports described with reference to
Here, for example, the balance between degrees of satisfaction displays data represented with respect to an administration balance diagnosis in consideration of degrees of satisfaction of customers. The transition of a balance between degrees of satisfaction displays time series details of an administration balance in consideration of the degrees of satisfaction of customers. The popularity matching displays an analysis result of machine popularity matching viewed from a machine (in this example, slot machines) composition ratio and a playing time period ratio. The attribute matching displays an analysis result of machine attribute matching viewed from the machine composition ratio and the playing time period ratio. The feature attribute matching displays an analysis result of machine feature attribute matching viewed from the machine composition ratio and the playing time period ratio.
As shown in
Here, an objective of the daily machine operation report is to report a daily operation state of machines (in this example, slot machines), and a variety of pieces of data which allow risks and trend changes related to the operation to be detected are displayed. In addition, data for detecting each machine whose failure frequency is high and data for detecting each machine on which a fraudulent act is suspected are displayed. An objective of the monthly machine operation report is to report a monthly operation state of the machines, and a variety of pieces of data which allow risks and trend changes related to the operation to be detected are displayed. In addition, data for detecting each machine whose failure frequency is high and data for detecting each machine on which a fraudulent act is suspected are displayed.
In addition, an objectives of the monthly machine popularity report is to report a monthly popularity state of the machines, and data for detecting trend changes of a popular model and an unpopular model is displayed. An objective of the monthly machine diagnosis report is to report a monthly administration state of the machines, and data for determining a balance between a degree of satisfaction of a hall store and degrees of satisfaction of customers is displayed. In addition, data for determining a balance between a revenue and operation is displayed.
Here, for example, the operation summary displays a summary (for example, Winloss/unit, playing time period/unit, and the like) of operation related indices. The Winloss comparison displays an index comparison analysis result of the Winloss/unit and the Bet/unit. The Bet transition displays data for detecting a Bet/unit fluctuation risk. The stopping time ranking displays stopping time ranking of the machines. The caution-needed session ranking displays ranking of the machines with caution-needed sessions.
Since these reports are reports in which the respective daily machine operation reports described with reference to
Here, for example, the Bet theme ranking displays ranking of Bet themes. The game type attributes display Bet ratios for game types. The denomination attributes display Bet ratios for denominations. The theme attributes display Bet ratios for themes. The vendor attributes display Bet ratios for makers. The base PO attributes display Bet ratios for base POs. The matching class attributes display Bet ratios for machine attribute classes. The popularity degrees of game types display member ratios for game types. The popularity degrees of denominations display member ratios for denominations. The popularity degrees of themes display member ratios for themes. The popularity degrees of vendors display member ratios for makers. The popularity degrees of base POs display member ratios for base POs. The degrees of popularity of matching classes display member ratios for machine attribute classes.
Here, for example, the operation balance summary displays an operation balance summary of an operation ratio and a profitability (Bet/H). The operation balance transition displays time series details of an operation balance of the operation ratio and the profitability (Bet/H). The satisfaction degree balance summary displays a balance between a degree of satisfaction of a hall store and a degree of satisfaction of customers by using a number-of-machines distribution. The transition of a balance between degrees of satisfaction displays the balance between a degree of satisfaction of a hall store and degrees of satisfaction of customers by using time series details of the number-of-machines distribution. The degree of satisfaction of machines displays a machine distribution of the balance between a degree of satisfaction of a hall store and degrees of satisfaction of customers.
As shown in
Here, an objective of the daily player operation report is to report a daily operation state of the whole players, and a variety of pieces of data which allow risks and trend changes related to the operation to be detected are displayed. In addition, data which allows each session in which a fraudulent act is suspected to be detected is displayed. An objective of the monthly player operation report is to report of a monthly operation state of the whole players, and a variety of pieces of data which allow risks and trend changes related to the operation to be detected are displayed. In addition, data which allows each session in which a fraudulent act is suspected to be detected is displayed. An objective of the monthly player attribute report is to report monthly behavior attributes of the whole players, and a variety of pieces of data which allow trend changes in behavior attributes of customers to be detected are displayed. An objective of the monthly player diagnosis report is to report monthly psychological states of the whole players, and a variety of pieces of data for determining customer psychology are displayed.
Here, for example, the operation summary displays a summary (for example, Winloss/session, a playing time period (minutes)/session, and the like of operation related indices. The Winloss comparison displays an index comparison analysis result of the Winloss/session and the playing time period (minutes)/session. The Bet transition displays data for detecting a Bet/session fluctuation risk. The caution-needed session ranking displays ranking of machines with the caution-needed sessions.
Since these reports are reports in which the respective daily player operation reports described with reference to
Here, for example, the player-type Bet ranking displays player-type Bet ranking. The player-type attributes display player-type Bet ratios. The matching class attributes display player-attribute Bet ratios. The player-type degree of popularity displays player-type ratios of a slot game and a table game. The matching class degree of popularity displays player-attribute ratios of a slot game and a table game.
Here, for example, the Winloss session ratio transition displays time series details of session winning-and-losing ratios. The candlestick ratio transition displays time series details of candle shapes in sessions.
As shown in
Here, an objective of the daily member operation report is to report a daily operation state of members, and a variety of pieces of data which allow risks and trend changes related to the operation to be detected are displayed. In addition, data which allows each member who is suspected of committing a fraudulent act to be detected is displayed. An objective of the monthly member operation report is to report a monthly operation state of members, and a variety of pieces of data which allow risks and trend changes related to the operation to be detected are displayed. In addition, data which allows each member who is suspected of committing the fraudulent act to be detected is displayed. An objective of the monthly member attribute report is to report monthly behavior attributes of members, and a variety of pieces of data which allow trend changes in behavior attributes of customers to be detected are displayed. An objective of the monthly member diagnosis report is to report a monthly psychological state of members, and a variety of pieces of data for determining customer psychology are displayed.
Here, for example, the operation summary displays a summary of operation related indices (for example, Winloss/person, a playing time period (minutes)/person, and the like). The Winloss comparison displays an index comparison analysis result of the Winloss/person and the playing time period (minutes)/person. The Bet transition displays data for detecting a Bet/person fluctuation risk. The caution-needed session ranking displays Winloss ranking of caution-needed sessions.
Since these reports are reports in which the respective daily player operation reports described with reference to
Here, for example, the by-nationality Bet ranking displays by-nationality Bet ranking. The by-nationality attributes display by-nationality Bet ratios. The by-sex attributes displays by-sex Bet ratios. The by-age attributes display by-age Bet ratios. The by-store-visiting-interval attributes display by-store-visiting-interval Bet ratios. The by-store-visiting-frequency and by-bet-amount attributes displays Bet ratios by store visiting frequencies and by used bet amounts. The by-nationality popularity degree displays by-nationality ratios of a slot game and a table game. The by-sex popularity degree displays by-sex ratios of a slot game and a table game. The by-age popularity degree displays by-age ratios of a slot game and a table game. The by-store-visiting-interval popularity degree displays by-store-visiting-interval ratios of a slot game and a table game. The by-store-visiting-frequency and by-bet-amount popularity degree displays ratios of a slot game and a table game by a store visiting frequency and by a used bet amount.
Here, for example, the player satisfaction degree score ranking displays ranking of degrees of satisfaction of customers.
As shown in
Here, an objective of the real time monitoring is to monitor operation states of machines and customers in real time on a floor map, and a monitoring screen for the states of machines and customers is displayed and in addition, data which allows failure to be detected and a fraudulent act to be detected is displayed. An objective of the real time report is to report an operation state of the whole hall store in real time, and data which allows risks and trends related to the operation to be detected is displayed, and in addition, data which allows failure to be detected and a fraudulent act to be detected is displayed.
Here, for example, the session generates and displays a store visiting state of a player and an alert related to a caution-needed session. The event displays machine statuses (for example, states of a stacker, a jackpot, a hand pay, maintenance, and the like). The meter detects a caution-needed machine, for example, by meter data transmitted from each of the slot machines 2014 and displays a state thereof. The temperature displays distribution of machine temperatures. The humidity displays distribution of machine humidity. The voltage displays distribution of machine voltages. The phone call displays phone call statuses. In addition, the camera angle displays monitoring cameras in a hall store and ranges of vision. The temperature evaluation displays a temperature map of the whole floor. The phone call line displays an image of phone call lines.
Here, for example, the summary displays a summary of operation indices (for that day). In addition, the chart displays a time scale chart (Winloss, Bets, sessions, members, operation ratios, and the like). The time scale chart represents, for example, a chart such as a candlestick chart for a given time period.
As shown in
Here, an objective of the player psychological analysis is to analyze winning and losing patterns of customers (sessions) from machine operation data and to classify psychological states of customers, and data which allows a game state in each session to be analyzed is displayed. An objective of the machine wave motion analysis is to totalize indices indicating game attributes from the machine operation data and to classify game property patterns, and data which allow feature winning probabilities and volatility attributes to be analyzed is displayed. An objective of the failure analysis is to totalize numbers of times of failure by causes from a machine event log and to calculate stopping time, and data which allows failure causes to be analyzed is displayed. An objective of the fraudulent act analysis is to extract each customer (session) who is suspected of committing a fraudulent act (in which a fraudulent act is suspected) from the machine operation data, and data which allows each caution-needed session to be analyzed is displayed. An objective of the correlation analysis is to extract each combination of an index and a category among indices and among categories, whose correlative relationship in time series change is high, and data which allows a causal relationship, which ordinarily cannot be found, to be analyzed is displayed.
Here, for example, the psychology summary displays monthly psychological attribute machine lists. The psychology time series lists display monthly psychological attribute lists by machines. The candlestick chart displays monthly and by-machine psychological analysis candlestick charts.
Here, for example, the wave motion summary displays game attribute machine lists. The wave motion chart displays by-machine Winloss/Bet wave motion charts.
Here, for example, the failure summary displays machine lists of monthly numbers of times of failure. The details of numbers of times of failure display detailed lists of monthly and by-machine numbers of times of failure.
Here, for example, the fraudulent act summary displays a monthly caution-needed session list, a caution-needed machine list, and a caution-needed member list.
Here, for example, the correlation summary and details display an index-and-category-correlation coefficient summary and details.
As shown in
Here, an objective of the ad hoc report tool is to allow a user himself or herself to output an arbitrary report by using a database, and a variety of database functions are utilized by said tool. An objective of the machine analysis is to display a list of all machines, and thus, it is also made possible to search machines. An objective of the member analysis is to display a list of all members, and thus, it is also made possible to search members. An objective of the simulation tool is to make a trial calculation for sales/number of members or the like when parameters are changed with reference to the past actual achievement data, and data which allows investment effect such as promotion effect to be previously confirmed is displayed.
Here, for example, as the item related to the report selection, displaying with which a user instructs report selection is conducted. As the item related to the report reference, displaying with which a user instructs the report reference is conducted. As the item related to the ad hoc report tool, displaying with which a user instructs various designation for customized report creation tool is conducted.
Here, for example, the machine list displays a machine list (for example, which includes respective items such as a base, an operation status, attributes, and failure).
Here, for example, the member list displays a member list (for example, which includes respective items such as individuals, abase, and a category).
Here, for example, as the items related to the simulation tool, a simulation result for promotion and a simulation result related to the operation are displayed.
Besides, as a display part of the menu screen 2500, there is the system management display part 2580 which is selected to conduct setting or the like for the game information analysis system 2001 according to the present invention. As functions which can be selected by the system management display part 2580, as shown in
The data management is selected, for example, to conduct setting for game information or the like received from the hall management server 2013, and the group management is selected, for example, to conduct setting for grouping of the client terminal 2011, the analysis server 2012, and the hall management server 2013.
In addition, the user management is selected, for example, to register and manage a user of the client terminal 2011 which receives an analysis result provided from the analysis server 2012. The access management is selected, for example, to conduct setting a range of analysis results or the like which can be referenced, when a registered user references an analysis result by using the client terminal 2011, in accordance with the user and the client terminal 2011.
[Use Case Related to Game Information Analysis System]
Next, with reference to
A second user is a machine keeper. The machine keeper is a person who undertakes operational management of machines (in this example, slot machines) As the use case of machine keeper, for example, there are grasping of machine popularity trends, machine maintenance management, fraudulent act countermeasures, and the like.
A third user is a marketer. The marketer is a person who ensures customers of a hall store and performs sales promotion. As the use case of the marketer, for example, there are grasping of customer trends, planning of promotion projects, marketing research, and the like.
A fourth user is an operator. The operator is a person who performs operation work for machines and other apparatuses in a hall store. As the use case of the operator, for example, there are, monitoring of operation indices, monitoring of visiting states of customers, monitoring related to machine operation, and the like.
In addition, as described with reference to
In
Here, when attention is focused on the point that the numerical value of the Winloss has been reduced, as compared to before (the change ratio was −34.95, which is a comparatively large numerical value) and this is regarded as a problematic point, the change ratio of Hold (%) was −30.87 and the change ratio of the number of members was −24.53, and these large changes are considered as the causes. Therefore, as countermeasures, the owner, for example, can review setting of PO and examine a boost in the number of members through promotion. As described above, by the report in the game information analysis system 2001 according to the present invention, a problematic point can be grasped and an improvement measure can be appropriately considered and implemented.
In
Here, it is grasped from the graph shown in
In
In addition, if there are many plotted points in the vicinity of a line 2511 extending from an origin of the graph shown in
Here, if in the graph shown in
In addition, as described with reference to
In
Here, from the graph shown in
In
Here, in a graph shown in
In
Here, in the statistics of the caution-needed sessions, among sessions (in each of which a series of games are played by a player), in each of which winning has occurred, each session whose ratio with respect to sales of a hall store has become abnormal is deemed as a caution-needed session, and a number of caution-needed sessions, a total of Bets, and Winloss are displayed. In addition, in the list of the abnormal sessions, sessions which are determined as suspected sessions are listed and displayed. In the list of the sessions, start date and time, termination date and time, identification IDs (session IDs), player IDs, machine IDs, makers, themes, playing time periods (h), totals of Bets, Winloss, and Bet/game are respectively included. In this example, the abnormal sessions in the list are displayed in the descending order of won money amounts (in the ascending order of values of Winloss).
By the above-described report, the machine keeper can efficiently find sessions, in each of which an investment money amount and a revenue and expenditure money amount has become abnormal, and can take improvement measures, for example, to reinforce monitoring of caution-needed machines and caution-needed players. As described above, by the report in the game information analysis system 2001 according to the present invention, the fraudulent act countermeasures can be managed, and losses caused by the fraudulent act can be minimized.
In addition, as described with reference to
In
Here, by the graph shown in
In
The first graph indicates Winloss prediction (accumulation) and Winloss simulation (accumulation) with respect to a budget of Winloss, with a vertical axis indicating a Winloss (accumulation) amount and a horizontal axis indicating each month of February in 2014 to December in 2014 and is a graph which indicates transition of the Winloss prediction (accumulation) and the Winloss simulation (accumulation) over the passage of time.
The second graph indicates time series transition of the Winloss prediction (accumulation) and the Winloss simulation (accumulation), with a vertical axis indicating a Winloss amount and a horizontal axis indicating each month of February in 2014 to December in to 2014 and is a graph which indicates the transition of the Winloss prediction (accumulation) and the Winloss simulation (accumulation) over the passage of time.
In addition, in the first graph and the second graph, an operation model and machine operation ratio & stopping ratio can be set (refer to a setting area in a right upper portion of
The marketer has a need that when the marketer wants to implement the promotion, the marketer wants to previously grasp specific numerical values and effect Therefore, by using the simulation tool shown in
In
In addition, on a right side in
In an example shown in
As a result, as shown in
In the summary displayed in the upper row in
In the middle row in
In the lower row in
By the reports shown in the above-described
In addition, there is a case where the marketer wants to grasp the attributes and the features of machines and customers so as to be classified by money amounts, operations, and categories. By the reports by the ad hoc report tool shown in the above-described
In an upper row in
In a middle row in
There is a case where the marketer wants to analyze popularity of machines in details. By the report by the ad hoc report tool shown in the above-described
In an upper row in
In a middle row in
There is a case where the marketer wants to grasp operation trends classified by member types. By the report by the ad hoc report tool shown in the above-described
In addition, as described with reference to
In
The graph shown on a right side in an upper row in
The graph shown on a left side in a middle row in
The graph shown on a left side in a lower row in
By the real time report shown in the above-described
[Menu Configuration and Indices in Game Information Analysis System]
Next, with reference to
The player report provides an analysis report targeted for the whole players and includes a daily player operation report, a monthly player operation report, a monthly player attribute report, and a monthly player diagnosis report. The member report provides an analysis report targeted for members and includes a daily member operation report, a monthly member operation report, a monthly member attribute report, and a monthly member diagnosis report.
The tool is an analysis tool used by a user himself or herself and includes an ad hoc report tool, a machine list, a member list, and a simulation tool. The system management provides a function related to system operational management and includes data management, group management, user management, and access management.
The input money amount, the paid-out money amount, the jackpot money amount, and the number of games are data obtained from a hall management server (data transmitted from a slot machine) The play sales money amount, the playing time period, and the number of sessions are pieces of information calculated from the data or the like obtained from the hall management server. In addition, the number of games may be calculated from the data or the like obtained from the hall management server.
For example, the operation ratio is an operation ratio of each of the machines (in this example, slot machines) and is calculated based on a playing time period/business hours. The stopping time is a service stopping time other than the failure topping time. The failure time is service stopping time by a failure of a machine. The actually measured PO is a PO ratio in a time period or a game section and is obtained by an expression (OUT+IN)/IN×100. The Hold ratio is obtained by an expression (1−(OUT+JP)/IN)×100.
Each of
Each of
Each of
Each of
Each of
[Detection of Bonus Game State]
Next, with reference to
If the analysis server 2012 can obtain, via a hall management server 2013 from each of the slot machines 2014, information indicating that the implemented game is the bonus game, the above-described bonus game state detection process is unnecessary. However, in a case where as the game information, pieces of information such as starting time, termination time, a player investment money amount, a slot machine payout amount, and a machine ID are transmitted for each game from each of the slot machines 2014, and information pertinent to whether or not each game is the bonus game is used in a game information analysis process, said process is necessary. In addition, even in a case where information indicating whether or not each game is the bonus game is provided for each game, it is preferable that although the game is not the bonus game, a state in which the game is substantially in the bonus game state can be grasped.
Payout=(slot machine payout money amount/player investment money amount)×100 (Equation 1)
This process is a process, for example, in which in a predetermined time period, discharge sections, in each of which many wins by a player have occurred, and normal sections other than the discharge sections are determined and a PO ratio in the normal sections is obtained as a normal-time PO. The details of the process will be described later.
Here, the predetermined time period includes, for example, several hours, one day, one week, and one month. The normal-time PO is information which should be previously obtained as statistical data. Accordingly, although for the sake of convenience, it is described that in the flowchart shown in
Next, at step S112, a bonus game state candidate is detected. This process is a process in which a PO for each game is obtained from data of each game transmitted from each of the slot machines 2014, and a game whose discrepancy from the normal-time PO is a predetermined ratio (or a predetermined value) or more is detected as the bonus game state candidate. The details of the process will be described later.
Next, at step S113, with respect to the game detected as the bonus game state candidate, re-evaluation is conducted. At step S114, a game which satisfies a condition as the bonus game is filially detected as being in the bonus game state. These steps also will be described later.
When a line indicating the revenue and expenditure money amount of a player is located above 0, it indicates that a figure of the revenue and expenditure is negative (for a player), and when the line is located below 0, it indicates that a figure of the revenue and expenditure is positive (for a player).
In the example shown in
Conversely, the above-described transition indicates that for a hall store, although the figures of the revenue and expenditure of were positive in the first game to the 17th game, the figures of the revenue and expenditure turned negative in the 18th game to the 23th game and thereafter, the figures of the revenue and expenditure returned positive again, and finally, the figure of the revenue and expenditure thereof was 20 (HKD) as a profit.
The game information shown in
Next, with reference to
Game NOs, player investment money amounts (IN), and slot machine payout amounts (OUT) shown in
The PO (payout) shown in
PO=slot machine payout amount (OUT)/player investment money amount (IN)×100 (Equation 2)
In addition, Winloss shown in
Winloss=player investment money amount (IN)−slot machine payout amount (OUT) (Equation 3)
In addition, Winloss/Bet is obtained by dividing the above-mentioned Winloss by a bet amount, and here, the player investment money amount (IN) is defined as the bet amount.
Here, when each moving average of the Winloss/Bet is calculated, values shown in a column on a right end in
Next, a threshold value of the Winloss/Bet moving average is defined to be −0.5. An aggregate of games each having a value of the Winloss/Bet moving average being larger than −0.5 is defined as a “normal section”, and an aggregate of games each having a value of the Winloss/Bet moving average being −0.5 or less is defined as a “discharge section”. By conducting the above-described process, the discharge section in which a number of wins by a player is large and the normal section in which a number of wins by a player is small can be determined.
Thereafter, an average value of POs in the normal section is calculated (POs in each part enclosed by a rectangle drawn by a dotted line in
Normal-time PO=1900/24=79.2 (rounded off to one decimal place) (Equation 4)
Next, with reference to
In
Here, 79.2 which is the numerical value obtained as the normal-time PO is multiplied by 10 to obtain 792, and this numerical value can be defined as a threshold value of the bonus game state determination. For example, in
Here, the process related to the re-evaluation of the candidates and the detection of the bonus game states at step S113 and step S114 in
The first condition is that a jackpot has occurred in that game and the jackpot is not a single jackpot (for example, that a game in which the jack pot has occurred also in a game preceding (or succeeding) several games is present).
The second condition is that no jackpot has occurred in that game, but a plurality of jackpots are present before or after that game (for example, that a plurality of games, in each of which the jackpot has occurred, are present in several games before (or after) that game).
Here, when in the first condition and the second condition, a slot machine payout amount which is 150 or more is defined as the jackpot, and a range of two preceding games and two succeeding games is defined as a range in which presence of other jackpot is checked, the eighth game to the 10th game are determined not to be in the bonus game state; the 17th game to the 26th game are determined to be in the bonus game state; and the 31 game to the 33th game are determined not to be in the bonus game state.
By conducting the series of processes by the analysis server 2012, even if there is not direct data indicating that each of the games is the bonus game, it can be determined whether or not each of the games grasped by the game information is in the bonus game state. In addition, with respect to the single jackpot, based on the states of the preceding or succeeding games, it can be determined whether or not each of the games is the bonus game.
Next, with reference to a flowchart shown in
First, at step S121, game history data of one machine is obtained. Such game history data is included in the game information transmitted from the slot machine 2014. In addition, when the game history data is obtained, it can be arranged that for each one gaming unit (session) which is composed of a series of games played by a player, the game history data is obtained.
Next, at step S122, for each game as a unit, a PO is calculated. Thereafter, the process is repeated for each of the games.
At step S123, the previously obtained normal-time PO and the PO obtained at step S122 are compared. When a discrepancy between the normal-time PO and the PO is a predetermined ratio or more (YES at step S124), at step S125, that game is determined as the bonus game state candidate. For example, as described above, when the PO is 10 times or more larger than the normal-time PO, that game can be determined as the bonus game state candidate. However, a variety of other criteria can be set.
When the discrepancy between the normal-time PO and the PO is not the predetermined ratio or more (NO at step S124) or after step S125, it is determined at step S126 whether or not the comparison for all of the games has been finished. When the comparison therefor has not been finished (NO at step S126), the processes at and after step S123 are repeated. When the comparison therefor has been finished (YES at step S126), said processing is finished.
At this point in time, the games determined as the bonus game state candidates are provided with flags or the like indicating that the games are the bonus game state candidates in areas associated with said games in the game history data, which is stored as game information data 2282A in analysis database 2282.
Next, with reference to a flowchart shown in
First, at step S131, game history data of the games determined as the bonus game state candidates is obtained. Such game history data is obtained from the game information data 2282A of the above-described analysis database 2282. Thereafter, for each of the games, the processing is repeated.
Next, at step S132, it is determined whether or not a big hit has occurred in said game. For example, as described above, when a slot machine to-be-paid-out number is greater than or equal to a predetermined money amount (150), it is determined that the big hit has occurred therein. When it is determined that the big hit has occurred in said game (YES at step S132), at step S133, it is determined that a single big hit has occurred in said game. This determination can be conducted based on, for example, a number of games, in each of which the big hit has occurred (in other words, whether or not big hit are present in several preceding or succeeding games) or the like.
When the single big hit has not occurred in said game (NO at step S133), at step S134, it is determined that said game is in the bonus game state.
At step S132, when it is not determined that the big hit has occurred in said game (NO at step S132), at step S135, it is determined whether or not big hit are present before or after said game. This determination can be conducted based on, for example, a number of games, in each of which the big hit has occurred (in other words, whether or not big hits are present in several preceding or succeeding games) or the like.
When the big hits are present before or after said game (YES at step S135), at step S134, said game is determined as being in the bonus game state.
When the single big hit has occurred in said game (YES at step S133), when no big hits are present before or after said game (NO at step S135) or after step S134, it is determined at step S136 whether or not the comparison for all of the games has been finished. When the comparison therefor has not been finished (NO at step S136), the processes at and after step S132 are repeated. When the comparison therefor has been finished (YES at step S136), said processing is finished.
At this point in time, the games determined as being in the bonus game state are provided with flags or the like indicating that the games are in the bonus game state in areas associated with said games in the game history data, which is stored as game information data 2282A in the analysis database 2282. By referencing this data, it is made possible to determine whether each of the games is the bonus game. In addition, it is also made possible to calculate an occurrence ratio of bonus games based on this data.
[Detection of Session (One Gaming)]
A player normally plays a plurality of successive games by using one slot machine 2014 and basically, a psychological state of a player is influenced depending on winning or losing in that unit. In the present specification, an aggregate of the above-mentioned successive games in one gaming is referral to as a “session”.
Since the psychological state of each player is determined depending on the winning or losing in the unit of the above-mentioned session, it is important to determine from where to where one session is, with respect to the games successively played on the slot machine 2014. However, although the above-described game information transmitted from the slot machine 2014 to an analysis server 2012 includes information such as a player investment money amount, a slot machine payout amount, and the like for each of the games, there is not information pertinent to sectioning of sessions and to which game belongs to which session.
Therefore, when the sectioning of the sessions can be determined from other information related to the slot machine 2014, it is extremely effective.
Each of
In a pattern shown in
In the above-mentioned case, a game history of the member is stored on a membership management server 12 or the like. Further, statistical information such as an average playing time period of one session, an average number of played games of one session, and an average playing interval in games in one session is calculated on the analysis server 2012, and the calculated data is stored as index data 2282B of analysis database 2282. It is to be noted that the average playing time period of one session, the average number of played games of one session, and the average playing interval in games in one session are likely to tend to vary in accordance with difference in games, days of week, and the like, and respective average values can be prepared.
In a pattern shown in
In the pattern shown in
In a pattern shown in
In this case, by starting the session (3), the termination of the session (2) is made clear and it is seen that the session (3) is different from the session (1) and the session (2). However, despite the ejection and the insertion of the non-membership card in the session (1) and the session (2) in the middle of a course, the session (1) and the session (2) are likely to be the same one session. In such a case, based on the above-described statistical information such as the average playing time period in one session and the average number of played games in one session, which are previously calculated, sectioning of sessions can be estimated. In addition, an interval between the session (1) and the session (2), an interval in games in the session (1), and an interval in games in the session (2) are compared with an average playing interval in games in one session, which is previously calculated, it is estimated whether each of the session (1) and the session (2) constitutes one session (or whether there is other sectioning of sessions).
In a pattern shown in
In this case, it cannot be determined whether the session (1), the session (2), and the session (3) constitute one session or are separate sessions. Therefore, based on the above-described statistical information such as the average playing time period of one session and the average number of played games of one session, which are previously calculated, sectioning of sessions can be estimated. In addition, each interval among the session (1), the session (2), and the session (3), an interval in games in the session (1), an interval in games in the session (2), and an interval in games in the session (3) are compared with an average playing interval in games in one session, which is previously calculated, it is estimated whether each of the session (1), the session (2), and the session (3) constitutes one session (or whether there is other sectioning of sessions).
In a pattern shown in
In this case, since the cashout is conducted for the session (1), basically, it is determined that the session (1) is terminated as one independent session. In addition, since the session (2) and the session (3) are likely to constitute one session, based on the above-described statistical information such as the average playing time period of one session and the average number of played games of one session, which are previously calculated, sectioning of sessions can be estimated. In addition, an interval between the session (2) and the session (3), an interval in games in the session (2), and an interval in games in the session (3) are compared with an average playing interval in games in one session, which is previously calculated, it is estimated whether each of the session (2) and the session (3) constitutes one session (or whether there is other sectioning of sessions).
As described above, although the determination of sessions is conducted by employing a variety of methods with respect to a member and a non-member, each of the above-described methods is merely one example. In addition, in the game information analysis system 2001 according to the present invention, the sessions played by a member are associated with a member ID, and it is identified which member executes which session. However, as for the sessions played by a non-member, a non-member executing sessions cannot be identified. However, by totalizing pieces of information related to individual sessions played by each non-member who can also be said as being “anonymous”, based on indices according to player attributes, such as a playing time period in a session played by a non-member, a number of games, and a bet money amount per game, classification can be made, and a tendency or the like of a player of the classified session such as a psychological state in which the player is can be grasped. For example, among non-members, with respect to a group of non-members whose each number of games in one session is large, distribution of a customer satisfaction degree score can be analyzed.
[Candle Chart Representation of Game Attributes]
Next, with reference to
In
In addition, the first game to the 33th game shown in
Here, on a right side in
In addition, as kinds of the candlestick charts, depending on time periods, in each of which the four sticks are represented, there are a daily candlestick chart, a weekly candlestick chart, a monthly candlestick chart, a yearly candlestick chart, and the like. The daily candlestick chart represents an opening price, the highest traded price, the lowest traded price, and a closing price within one day in the candlestick chart. The weekly candlestick chart represents an opening price, the highest traded price, the lowest traded price, and a closing price within one week in the candlestick chart. The monthly candlestick chart represents an opening price, the highest traded price, the lowest traded price, and a closing price within one month in the candlestick chart. The yearly candlestick chart represents an opening price, the highest traded price, the lowest traded price, and a closing price within one year in the candlestick chart.
With reference back to the description of the candlestick chart on the right side in
In the candlestick chart shown in
In a lower row in
Further, in the lower row in
For example, a real body of a candlestick chart of a player 1 is a black bar. Four sticks (a turnover upon staring a session, a maximum turnover, a minimum turnover, and a turnover upon terminating the session) are values (420, 110, 550, and 260), respectively. This candlestick chart shows that the player invested 420 upon staling the session; in the middle of the course, the player went through a phase in which an investment amount increased up to 550 and a phase in which the investment amount decreased up to 110; and finally, 260 was left in this player's hand.
A real body of a candlestick chart of a player 2 is a white bar. Four sticks (a turnover upon staling a session, a maximum turnover, a minimum turnover, and a turnover upon terminating the session) are values (260, 110, 550, and 370), respectively. This candlestick chart shows that the player invested 260 upon staring the session; in the middle of the course, the player went through a phase in which an investment amount increased up to 550 and a phase in which the investment amount decreased up to 110; and finally, 370 was left in this player's hand.
A real body of a candlestick chart of a player 3 is a white bar. Four sticks (a turnover upon staling a session, a maximum turnover, a minimum turnover, and a turnover upon terminating the session) are values (370, 110, 550, and 495), respectively. This candlestick chart shows that the player invested 370 upon staring the session; in the middle of the course, the player went through a phase in which an investment amount increased up to 550 and a phase in which the investment amount decreased up to 110; and finally, 495 was left in this player's hand.
A real body of a candlestick chart of a player 4 is a black bar. Four sticks (a turnover upon staring a session, a maximum turnover, a minimum turnover, and a turnover upon terminating the session) are values (495, 110, 550, and 330), respectively. This candlestick chart shows that the player invested 495 upon staring the session; in the middle of the course, the player went through a phase in which an investment amount increased up to 550 and a phase in which the investment amount decreased up to 110; and finally, 330 was left in this player's hand.
A real body of a candlestick chart of a player 5 is a black bar. Four sticks (a turnover upon staring a session, a maximum turnover, a minimum turnover, and a turnover upon terminating the session) are values (330, 60, 370, and 160), respectively. This candlestick chart shows that the player invested 330 upon staring the session; in the middle of the course, the player went through a phase in which an investment amount increased up to 370 and a phase in which the investment amount decreased up to 60; and finally, 160 was left in this player's hand.
[Estimation of Player Psychological State by Candlestick Chart]
A candlestick chart as described above allows a psychological state of a player to be estimated through an individual shape or arrangement of a plurality of shapes (combination) thereof. An outcome of one gaming (one session) is not simply represented with won or lost money, but through representation by the candlestick charts, it is estimated what sort of a course a player game revenue and expenditure amount followed and the session led to final winning or losing, and the psychological state of a player is represented as a score.
Thus, game outcomes per session are classified, such as a case where a game outcome was one-sided winning, a case where a game outcome was one-sided losing, a case where a game outcome was initially winning but finally losing, a case where a game outcome was initially losing but finally winning, and a case where a game outcome was finally even though there were winning and losing, thereby allowing a player's psychological state in details to be grasped.
A “black bar marubozu” shown in
A “black bar hammer” shown therein is a pattern which is a losing pattern as game transition in which in the middle of a course, a game outcome is losing and thereafter, the loss is regained, but the initial state is not returned. A candlestick chart is of a shape having a real body whose length is a predetermined length (L) or less. In addition, the candlestick chart has a lower shadow having a length (L2) or more, the length (L2) being at a predetermined ratio to the length of the real body.
A “black bar inverted hammer” shown therein is a pattern which is a losing pattern as game transition in which in the middle of a course, a game outcome is winning and thereafter, a game outcome is losing, and a final game outcome is losing, with a larger loss than that in an initial state. A candlestick chart is of a shape having a real body whose length is a predetermined length (L) or less. In addition, the candlestick chart has an upper shadow having a length (L2) or more, the length (L2) being at a predetermined ratio to the length of the real body.
A “black bar doji” shown therein is a pattern which is a losing pattern as game transition in which in the middle of a course, game outcomes are winning and losing, and a final game outcome is losing, with a little larger loss than that in an initial state. A candlestick chart is of a shape having a real body whose length is a predetermined length (L3) or less, which is extremely short. In addition, the candlestick chart has upper and lower shadows each having a predetermined length (L4) or more.
A “white bar marubozu” in
A “white bar hammer” shown therein is a pattern which is a winning pattern as game transition in which in the middle of a course, a game outcome is losing and thereafter, the loss is regained, and a final game outcome is winning, with a larger win than that in an initial state. A candlestick chart is of a shape having a real body whose length is a predetermined length (L) or less. In addition, the candlestick chart has a lower shadow having a length (L2) or more, the length (L2) being at a predetermined ratio to the length of the real body.
A “white bar inverted hammer” is a pattern which is a winning pattern as game transition in which in the middle of a course, a game outcome is winning and thereafter, a game outcome is losing, and a final game outcome is winning, with a larger win than that in an initial state. A candlestick chart is of a shape having a real body whose length is a predetermined length (L) or less. In addition, the candlestick chart has an upper shadow having a length (L2) or more, the length (L2) being at a predetermined ratio to the length of the real body.
A “white bar doji” shown therein is a pattern which is a winning pattern as game transition in which in the middle of a course, game outcomes are winning and losing, and a final game outcome is winning, with a little larger win than that in an initial state. A candlestick chart is of a shape having a real body whose length is a predetermined length (L3) or less, which is extremely short. In addition, the candlestick chart has upper and lower shadows each having a predetermined length (L4) or more.
In addition, in
With reference to
As described hereinabove, each of the candlestick charts represents the fluctuation of the game progress viewed basically while a player conducts one gaming (in other words, a session). However, for example, organized in various units such as each player, each machine, each bank having machines installed thereon, and each time zone, candlestick charts also can be represented.
[Calculation of Customer Satisfaction Degrees Based on Estimation of Player Psychological State by Candlestick Charts]
As described above, in accordance with transition of a game revenue and expenditure amount in a session, candlestick charts can be prepared. A score in accordance with a pattern, a shape, and the like of each of the candlestick charts is calculated, thereby allowing a psychological state of a player to be represented as a score.
First, at step S141, with respect to a time period targeted for an analysis and a player targeted for the analysis, game history data in one session is obtained. Next, at step S142, from a bet amount (player investment money amount) and a slot machine payout amount, a player's revenue and expenditure money amount in each game is calculated in a time-series manner.
At step S143, based on transition of the player's revenue and expenditure money amounts calculated at step S142, a game history of said session is represented by a candlestick chart, a pattern of the candlestick chart is determined, and the determined pattern is assigned. Here, the candlestick chart is subdivided into units of a plurality of games which constitute a session, and the subdivided units are represented as candlestick charts (in other words, one session is represented as a plurality of candlestick charts). In this case, it is determined whether arrangement or a combination of the plurality of candlestick charts correspond to a predetermined pattern, and the determined pattern also can be assigned.
At step S144, based on an assignment state (assignment ratio) of the candlestick chart, a winning and losing pattern psychology score in said session is calculated (refer to
Next, at step S145, based on a shape of the assigned candlestick chart, a shape psychology score in said session is calculated. In addition, based on a standard deviation or the like, the shape psychology score can be classified into low, normal, and high stages (refer to
Next, at step S147, the respective psychology scores calculated at step S144 to step S146 are added to a candlestick chart related psychology score.
At step S148, when there is other session by said player (YES at step S148), for that other session, processes at and after step S141 are repeated. When there is no other session (NO at step S148), the processing is finished.
The customer satisfaction degree score for each player is calculated by synthesizing a “psychology degree” and a “satisfaction degree” for that player through a predetermined method. Based on the candlestick chart related psychology score, a revenue and expenditure psychology score, and a volume psychology score calculated as shown in the flowchart in
The revenue and expenditure psychology score is obtained by compiling a player's income values for each session, and based on a standard deviation or the like, can be classified into low, normal, and high stages (refer to
Based on a winning session expected value or the like, the player's satisfaction degree is calculated. The winning session expected value is an average money amount in winning sessions for one month and based on a standard deviation or the like, can be classified into low, normal, and high stages (refer to
The player's customer satisfaction degree scores obtained as described above are complied with respect to all players or predetermined players (for example, members), and a customer satisfaction degree score with respect to the whole of customers is generated.
Each of the customer satisfaction degree scores, which is obtained for each player, is associated with each member ID to be managed when each of the scores is related to each of the members. Through the above-described mechanism according to the present invention, member management including management related to the player's psychological state is enabled. The members are not categorized simply based on won or lost money, but the management can be conducted by representing, by scores, in what psychological state a player was able to enjoy games.
In addition, a store visiting frequency and a psychological state (for example, a customer satisfaction degree score) of each of the members are grasped, and in an early stage, a candidate of each less frequently store visiting member can be estimated. In addition, further, each member whose won money amount was small but was able to enjoy games (whose customer satisfaction degree is high) is grasped, and such members can be classified in details, viewed from various aspects.
In addition, by totalizing the customer satisfaction degree score for each machine, machine attributes and types can be grasped. So far, as for machines, only information provided by catalogs has been available. However, psychological influence exerted on a player as a result of games which a player has executed is taken into consideration and thus, individual machines can be evaluated.
[Fraudulent Act Analysis Based on Short-term PO Discrepancy]
In the conventional game information analysis system, it has been difficult to detect a fraudulent act in real time. However, in the game information analysis system 2001 according to the present invention, as described above, the “detection of the bonus game state” and the “detection of a session (one gaming)” are enabled, and in addition, the “representation of game attributes by candlestick charts” is conducted, thereby enabling effective fraudulent act detection using these new functions with a higher accuracy and less maldetection.
In the game information analysis system 2001 according to the present invention, the fraudulent act analysis is conducted by the game information analysis part 2255 of the analysis server 2012. When a fraudulent act is detected or a possibility of the fraudulent act is detected, an alert process such as an alert display on a display of a client terminal 2011 can be conducted.
For example, with respect to the “detection of the bonus game state”, in the game information analysis system 2001 according to the present invention, the normal-time PO over a predetermined time period is previously calculated, and an average behavior in the normal section is grasped. When a discrepancy with the normal-time PO is at a predetermined degree or more, said game is determined as being in the bonus game state. In the above-described example, when the normal-time PO is calculated to be 79.2 (refer to
Therefore, for the fraudulent act analysis, here, in a case where the normal-time PO is assumed to be 79.2, for example, a game having a game PO (the moving average of three games including the preceding one game and the succeeding one game) of 792 (10 times of 79.2) up to 38,600 (500 times of 79.2) is detected as a bonus game. When a value of PO is equal to or greater than it, it is deemed that the fraudulent act is committed (or there is the possibility that the fraudulent act is committed), the alert process can be conducted.
In addition, with respect to the “detection of a session (one gaming)”, in the game information analysis system 2001 according to the present invention, based on the insertion and ejection of a membership card, sectioning of sessions can be detected, and from the statistical information or the like such as an average playing time period of one session and an average number of played games of one session, which are obtained based on the past insertion and ejection of a membership card, sectioning of sessions can be estimated with a high accuracy.
Therefore, for the fraudulent act analysis, here, in a case where values of a number of games, a playing time period, PO, Winloss, Bet, Winloss/Bet, and other values pertinent to game information in the detected or estimated one session are compared with average values or the like obtained with respect to the above-mentioned values in the past session, and there are marked discrepancies therebetween, it is deemed that the fraudulent act is committed (or there is the possibility that the fraudulent act is committed), the alert process can be conducted.
For example, in the report (fraudulent act summary) displayed when displaying of the fraudulent act analysis displayed by the specialized analysis display part 2560 of the menu screen 2500 shown in the above-described
In addition, with respect to the “representation of game attributes by the candlestick charts”, in the game information analysis system 2001 according to the present invention, in accordance with a game progress in one session, the candlestick charts are generated, and based on a pattern of a shape of each of the candlestick charts, the psychological state of a player can be represented as a score.
Therefore, for the fraudulent act analysis, here, in a case where the candlestick charts generated in accordance with the game progress in one session do not correspond to any of the previously prepared patterns or the real body and the shadow or shadows of each of the candlestick charts have abnormal shapes, it is deemed that the fraudulent act is committed (or there is the possibility that the fraudulent act is committed), the alert process can be conducted.
It is to be noted that the above-described methods and conditions for the fraudulent act analysis are merely examples, and by applying the respective functions of the “detection of the bonus game state”, the “detection of a session (one gaming)”, and the “representation of game attributes by candlestick charts” in the game information analysis system 2001 according to the present invention, the fraudulent act analysis can be conducted in various methods.
[Game Information Analysis System in Consideration of Customer Psychology]
In administration of a hall store, investment money amounts are received as revenues from players who are customers, whereas payout amounts by slot machines are required as expenditures. Therefore, unlike in other categories of business, a game information analysis system which pursues only a profit on an administration side is insufficient.
Therefore, in the game information analysis system 2001 according to the present invention, an analysis can be made such that a psychological state of a customer is associated with administration data which can be obtained from a hall store (for example, game information including machine operation state data), thereby representing the degree of satisfaction of customers as a score. In addition, a hall store satisfaction degree score is also calculated, and the degree of satisfaction of customers and the degree of satisfaction of a hall store are compared with each other, and a balance between both sides is thereby displayed, thus allowing an owner of a hall store or the like to easily conduct an administration balance diagnosis.
As a report which displays the balance between the degrees of satisfaction obtained by comparing the degree of satisfaction of customers and the degree of satisfaction of a hall store, for example, there is the transition of a balance between degrees of satisfaction (monthly) shown in
Here, the hall store satisfaction degree score is, for example, a score for which values of Winloss/day/machine are compiled with respect to all machines on a monthly basis. Of course, as the hall store satisfaction degree score, other indices can be added. In addition, the customer satisfaction degree score is, for example, a customer satisfaction degree score for which values of a customer satisfaction degree score obtained from a psychology degree and a degree of satisfaction of each player are compiled with respect to all players (or all members) on a monthly basis as shown in
For example, satisfaction degree ranks are evaluated in the following five stages in accordance with threshold values of radius sizes (refer to
In
In addition, an area corresponding to (2) a satisfaction degree rank “dissatisfied” is an area formed from the origin so as to be of a fan shape (excluding the area corresponding to (1) the satisfaction degree rank “very dissatisfied”) having radii being distances (each radius size=40×(2)1/2) between points (40, 40) of a hall store satisfaction degree score=40 on the horizontal axis and a customer satisfaction degree score=40 on the vertical axis and the origin (0, 0) (in other words, an inside of a circular arc 2602 and an outside of the circular arc 2601).
In addition, an area corresponding to (3) a satisfaction degree rank “normal” is an area formed from the origin so as to be of a fan shape (excluding the area corresponding to (1) the satisfaction degree rank “very dissatisfied” and the area corresponding to (2) the satisfaction degree rank “dissatisfied”) having radii being distances (each radius size=60×(2)1/2) between points (60, 60) of a hall store satisfaction degree score=60 on the horizontal axis and a customer satisfaction degree score=60 on the vertical axis and the origin (0, 0) (in other words, an inside of a circular arc 2603 and an outside of the circular arc 2602).
Further, an area corresponding to (4) a satisfaction degree rank “satisfied” is an area formed from the origin so as to be of a fan shape (excluding the area corresponding to (1) the satisfaction degree rank “very dissatisfied”, the area corresponding to (2) the satisfaction degree rank “dissatisfied”, and the area corresponding to (3) the satisfaction degree rank “normal”) having radii being distances (each radius size=70×(2)1/2) between points (70, 70) of a hall store satisfaction degree score=70 on the horizontal axis and a customer satisfaction degree score=70 on the vertical axis and the origin (0, 0) (in other words, an inside of a circular arc 2604 and an outside of the circular arc 2603).
In addition, further, an area corresponding to (5) a satisfaction degree rank “very satisfied” is an area formed from the origin so as to be of a fan shape (excluding the area corresponding to (1) the satisfaction degree rank “very dissatisfied”, the area corresponding to (2) the satisfaction degree rank “dissatisfied”, the area corresponding to (3) the satisfaction degree rank “normal”, and the area corresponding to (4) the satisfaction degree rank “satisfied”) having radii being distances (each radius size=100×(2)1/2) between points (100, 100) of a hall store satisfaction degree score=100 on the horizontal axis and a customer satisfaction degree score=100 on the vertical axis and the origin (0, 0) (in other words, an inside of a rectangle 2605 formed by the hall store satisfaction degree score=100 on the horizontal axis and the customer satisfaction degree score=100 on the vertical axis and an outside of the circular arc 2604).
In the example shown in
Here, when in the graph 2600 shown in
In addition, when a point 2612 which is a point (60,70) of a hall store satisfaction degree score=60 and a customer satisfaction degree score=70 is plotted, this point 2612 is located in the area corresponding to (4) the satisfaction degree rank “satisfied”, and the satisfaction degree rank=“satisfied” is evaluated.
Further, when a point 2613 which is a point (10, 30) of a hall store satisfaction degree score=10 and a customer satisfaction degree score=30 is plotted, this point 2613 is located in the area corresponding to (1) the satisfaction degree rank “very dissatisfied”, and the satisfaction degree rank=“very dissatisfied” is evaluated.
In the example shown in
Although
For example, in the graph 2620, the balance between degrees of satisfaction is evaluated in the following five stages in accordance with threshold values of angles formed between the horizontal axis and the vertical axis of the graph (refer to
In
In addition, an area corresponding to (2) a balance between degrees of satisfaction “a degree of satisfaction of a hall store is strong” is an area between the above-described line 2624 and a line 2623, the line 2623 and the horizontal axis forming an angle of 45 degrees.
In addition, an area corresponding to (3) a balance between degrees of satisfaction “normal” is an area between the above-described line 2623 and a line 2622, the line 2622 and the horizontal axis forming an angle of 55 degrees.
Further, an area corresponding to (4) a balance between degrees of satisfaction “a degree of satisfaction of customers is strong” is an area between the above-described line 2622 and a line 2621, the line 2621 and the horizontal axis forming an angle of 75 degrees.
In addition, further, an area corresponding to (5) a balance between degrees of satisfaction “a degree of satisfaction of customers is stronger” is an area between the above-described line 2621 and the vertical axis.
In the example shown in
Here, when in the graph 2620 shown in
In addition, when a point 2632 (a point at the same position where the point 2612 shown in
Further, when a point 2633 (a point at the same position where the point 2613 shown in
In the example shown in
In addition, by combining the respective points in the graph 2600 shown in
[Game Information Analysis System Enabling Connection with the Existing Game System]
As described above, the game information analysis system 2001 according to the one embodiment of the present invention is connected to a game system, obtains game information including machine operation data and the like (for example, IN/OUT information in each game and the like) from said game system, and conducts game analyses from said game information so as to determine not only a money amount of revenue and expenditure (simple winning or losing) but also a psychological state of a player as a customer in games.
There is a case where the game system connected to the game information analysis system 2001 is designed and developed, independently of the game information analysis system 2001. For example, it is a case when the game information analysis system 2001 newly receives game information in the existing game system manufactured by other company, thereby conducting analyses.
The analysis server 2012 of the game information analysis system 2001 receives the game information from a hall management server 2013 and slot machines 2014 already operating in the existing game system as mentioned above. In such a case, the analysis server 2012 can be configured to grasp a protocol and a format of data transmitted from the hall management server 2013 of the game system and to receive the data so as to correspond thereto.
As described above, the game information analysis system 2001 according to the present invention detects each game in a bonus game state based on an investment money amount of a player and a payout amount of each of the slot machines 2014 without using any information to identify a bonus game and further, can detect each session and can realize representation or the like using candlestick charts of game attributes. Therefore, also from the existing game system connected, basically, by using the game information related to IN/OUT, effective analyses of the game information can be conducted. In addition, by using the past game information (for example, machine operation data) accumulated by the existing game system, analyses of the same game information can be conducted.
By using the past game information accumulated by the existing game system, player attributes including a psychological state of a player, machine attributes, and the like can be analyzed. Thus, for example, even in a case when the game information analysis system 2001 according to the present invention is introduced halfway to said existing game system, for a while, without obtaining the game information from each of the slot machines and conducting the analysis, player attributes and machine attributes at the present time can be immediately grasped (by the past accumulated data), and from the moment at which the use of the game information analysis system 2001 according to the present invention is started, outputting or the like of effective analysis reports is enabled.
[Machine Analysis and Classification Using Candlestick Charts]
As described above, the game information analysis system 2001 according to the one embodiment of the present invention is connected to a game system, obtains game information including machine operation data and the like (for example, IN/OUT information in each game and the like) from said game system, and conducts game analyses from said game information so as to determine not only a money amount of revenue and expenditure (simple winning or losing) but also a psychological state of a player as a customer in games.
As a result, in the game information analysis system 2001, from the IN/OUT information in each game for each machine, respective functions of the “detection of the bonus game state”, the “detection of a session (one gaming)”, and the “representation of game attributes by candlestick charts” can be provided. By using these functions, machines (slot machines) are classified, thereby enabling machine analyses. It is difficult to conduct these machine analyses based on current data related to operation ratios and sales, catalogs and specifications, and the like.
From the analysis of sessions for each machine, candlestick chart related psychology scores are calculated through the above-described “detection of the bonus game state” and “detection of a session (one gaming)”, and customer satisfaction degree scores are obtained (refer to
Here, as in
In addition, in the game information analysis system 2001, for each machine, a big hit game-number-interval (an interval of a number of games, at which a big hit of Win/Bet×100 or more occurs) which indicates an interval of a number of games, at which a game in which an amount of a payout corresponding to a big hit, which is a predetermined amount or more, occurs is calculated. A big hit average multiplier (an average value of values of Win/Bet which are values of Win/Bet×100 or more) in a game having a payout amount which is the predetermined amount or more corresponding to a big hit can be calculated (refer to
In the calculation of each of the big hit game-number-interval and the big hit average multiplier for each machine, a step of determining which game is a bonus game by the above-described “detection of a bonus game state” is included. The big hit game-number-interval and the big hit average multiplier for each machine, calculated as described above, can be displayed singly or displayed so as to be associated with the above-described balance between degrees of satisfaction for each machine. In addition, with respect to each of the machines classified by the big hit game-number-interval and the big hit average multiplier, a balance between degrees of satisfaction can be displayed so as to correspond thereto.
In addition, in the game information analysis system 2001, from a machine ID or the like, a vendor (maker) and a theme of an individual machine can be obtained. Therefore, such machine attributes are associated with a customer satisfaction degree score for each machine, and with respect to said machine, a degree of satisfaction of customers of each maker and a degree of satisfaction of customers of each theme can be displayed.
In addition, the customer satisfaction degree score of each machine is associated with the big hit game-number-interval and the big hit average multiplier, and for said machine, attributes related to a big hit and a degree of satisfaction of customers are compared to be displayed. For example, in the above-described
It is to be noted that in addition to the above-described candlestick chart related psychology score and customer satisfaction degree score, a popularity degree of each machine can be grasped also by a Bet money amount (an amount and a ratio invested to each machine), a Bet money amount/game, a playing time period, a number of played games, and the like. In
Through these analyses of machines and the classification in accordance with each of the analysis results, information of the machines which cannot be grasped by catalogs and specifications or the like can be obtained, and trends of machines also can be estimated.
In
[Player Analysis and Classification Using Candlestick Charts]
As described above, the game information analysis system 2001 according to the one embodiment of the present invention is connected to a game system, obtains game information including machine operation data and the like (for example, IN/OUT information in each game and the like) from said game system, and conducts game analyses from said game information so as to determine not only a money amount of revenue and expenditure (simple winning or losing) but also a psychological state of a player as a customer in games.
As a result, in the game information analysis system 2001, from the IN/OUT information in each game for each player, respective functions of the “detection of the bonus game state”, the “detection of a session (one gaming)”, and the “representation of game attributes by candlestick charts” can be provided. By using these functions, players are classified, thereby enabling player analyses such as a play style. It is to be noted that although players whose game contents in each game can be grasped are normally “members” since each of the members uses a membership card upon gaming and is thereby identified, game contents of players including non-members are grasped in each session as a unit, attributes of these sessions are classified to be analyzed, thereby allowing trends of games played as anonymous players to be grasped.
From the analysis of sessions for each player, candlestick chart related psychology scores are calculated through the above-described “detection of the bonus game state” and “detection of a session (one gaming)” and customer satisfaction degree scores are obtained (refer to
Here, as in
In
[Matching between Classified Machine Attributes and Player Attributes]
In the game information analysis system 2001 according to the present invention, through the above-described analyses, matching between classified machine attributes and classified player attributes can be made, and an analysis on whether a machine attribute is an attribute matching a player attribute is enabled.
Here, with reference to
Histories of the above-mentioned game information are accumulated and are totalized for a predetermined time period (for example, one day, one week, one month, and the like), and a member-machine correspondence table as shown in
In addition, from the machine use history data shown in
In addition, from the machine use history data shown in
For example, by providing the tables as described above, the above-mentioned matching between machine attributes and player attributes can be conducted. It is to be noted that the example of the matching shown here is merely one example. By employing other various methods, machine attributes and player attributes are associated with each other, and the matching can be conducted.
For example, a member ID of a player whose value of Bet money amount/game is classified as being large as a player attribute is extracted, machines which a member having that member ID used can be identified by using the member-machine correspondence table shown in
With respect to all players whose values of Bet money amount/game are classified as being large, the above-mentioned use machines are identified, and a group of the machines is thereby extracted. Therefore, with respect to the group of the machines, predetermined machine attributes are viewed, and thus, trends of the machines used by the players whose values of Bet money amount/game are classified as being large can be grasped. For example, distribution of the customer satisfaction degree scores of those machines, distribution of the playing time periods thereof, and the like can be grasped.
Conversely, as machine attributes, machines subjected to predetermined classification are extracted, and through actual machine use conditions of players (for example, with reference to the member-machine correspondence table shown in
Further, through the matching between player attributes and machine attributes, popular machines classified by ages of members can be displayed, and machines popular among respective ages are displayed for each theme, and various analyses can be conducted.
In addition, in a case where analyses targeted for non-members and all members including the non-members are conducted, matching may be conducted by using sessions, instead of the players. In other words, from the machine use history data shown in
Here, with respect to sessions, a variety of attributes can be obtained. For example, customer satisfaction degree scores related to the sessions, a total time of the sessions, an average value of Bet/game of the sessions, member ratios of the sessions, and the like can be obtained. These session attributes can be considered as those equivalent to player attributes since the sessions are played by one player.
Therefore, the session attributes and the machine attributes are associated with each other, and matching can be conducted.
For example, as the session attributes, sessions whose customer satisfaction degree scores are classified as being large are extracted, and machines used in the sessions can be identified by using the session-machine correspondence table shown in
With respect to all sessions whose customer satisfaction degree scores are classified as being large, the above-mentioned use machines are identified, and a group of the machines used in the sessions is thereby extracted. Therefore, with respect to the group of the machines, predetermined machine attributes are viewed, and thus, trends of the machines used in the sessions whose customer satisfaction degree scores are classified as being large can be grasped. For example, distribution of makers of the machines, distribution of operation ratios thereof, distribution of playing time periods thereof, and the like can be grasped.
[Popularity Analysis by Time Ratios of Classified Machines and Players]
By using the above-described machine attributes and player attributes, an analysis by time ratios is conducted based on said attributes, and thus, player attribute ratios of popular machines, machine attribute ratios of preference of target customers, and the like can be analyzed.
A report shown in
Here, by the graph shown in
In order to display the graph shown in
Although in the example shown in
In addition, in addition to the time ratios and the Bet ratios, an analysis may be conducted based on other criteria such as a number of users and a number of machines.
[Failure Risk Analysis Based on Machine Failure Analysis and Fraudulent Act Analysis]
In the game information analysis system 2001 according to the one embodiment of the present invention, when failure has occurred, data or the like indicating the occurrence of the failure and a failure part of each machine is received as game information (from each of the slot machines 2014) and these pieces of data are accumulated in time series. For the machine failure, there is a case where the failure is detected by a sensor or a failure detection circuit inside of each machine and an event (failure notification event) is generated or a case where in the form of a response to a predetermined keep-alive signal, data (for example, which notifies normality) is transmitted.
In a part of hall stores, 24-hour-business is operated, and when machines are stopped by the failure or the like, it directly leads to a reduction in a machine operation ratio, causing losses. In the game information analysis system 2001, respective machine failure histories are accumulated and managed, and thus, machine failure parts of respective machines and respective machine parts (function parts) are quickly grasped, thereby enabling displaying and alerting. Moreover, machines which had the failure and machines related to the parts which had the failure (for example, machines manufactured by makers whose products often cause the failure, machines in which function parts or components often causing the failure are commonly used, and the like) can be previously managed as machines which are highly likely to cause the failure. Thus, the machine failure can be quickly addressed, and before the failure of machines, by taking appropriate countermeasures such as inspection and replacement, the failure can be prevented from occurring. This sort of failure risk analysis is, as described above, particularly important in an environment in which machines operate for 24 hours.
In addition, normally, upon the occurrence of the failure, an event signal is transmitted from each of the slot machines 2014, and as such a signal, an event signal (failure occurrence signal) showing the occurrence of the failure and an event signal (non-failure signal) not showing the failure are included. Further, the non-failure signal includes a signal which is substantially notification related to the failure. In the game information analysis system 2001 according to the present invention, all of these event signals can be grasped, and in consideration of occurrence ratios of these event signals, the machine failure risk can be managed.
In addition, in machines from which the event signals are often transmitted, it is suspected that fraudulent acts are likely to be committed. With respect to a fraudulent act analysis, the game information analysis system 2001 according to the present invention determines the possibility of the fraudulent act based on a relationship of frequencies of event signals (for example, a failure occurrence ratio) and values of IN/OUT of the corresponding machines, enabling displaying and alerting.
Further, for the fraudulent act analysis, a radical change in the failure occurrence ratios is determined, and in accordance with the change ratios, the possibility of the fraudulent act can also be notified in several levels.
It is to be noted that although the game information analysis system 2001 according to the present invention conducts the above-described failure risk analysis and fraudulent act analysis based on the event signals from each of the slot machines 2014, the event signals (transmitted data) from each of the slot machines 2014 are taken into the analysis server 2012 in real time and notification related to the failure risk and the fraudulent act can also be conducted in real time, or the data transmitted from each of the slot machines 2014 is accumulated on the hall management server 2013 or the analysis server 2012, and afterward, based on the data accumulated for a predetermined time period, analyses related to the failure risk and the fraudulent act can also be conducted.
In
The machine ID is a code for identifying a machine; the status shows a signal display indicating machine states in three phases; the vendor is a maker of the machine; the theme is the content of a game executed on the machine; the number of sessions is a unit of a series of games (one gaming) played by a player, calculated by the game information analysis system 2001 according to the present invention; the number of games is a number of games executed on the machine; the playing time period (h) is a time during which a player played; the failure occurrence signal indicates a number of event signals (failure occurrence signals) transmitted from the machine and showing the occurrence of the failure; the non-failure signal indicates a number of event signals (non-failure signals) transmitted from the machine and not showing the failure; and the total stopping time (h) is a time during which the machine was stopping for some reason and normally, does not includes a time during which a player is simply not playing and the machine is in a normal state.
Here, for the status, in accordance with the statuses in the three phases ranked according to machine states, the signal display is conducted. For example, as a result of the failure analysis, when the machine state is favorable, a round shape part on a left end of the signal display having a traffic light style is displayed in green color (when the machine state is not favorable, this part is displayed in black color). When there is some risk (small risk) in the machine state, a round shape part in the middle of the signal display having the traffic light style is displayed in yellow color (when there is not some risk (the small risk) in the machine state, this part is displayed in black color). When there is a risk (great risk) in the machine state, a round shape part in the middle of the signal display having the traffic light style is displayed in red color (when there is not the risk (great risk) in the machine state, this part is displayed in black color).
For the above-described machine states, the failure risks are evaluated based on, for example, the number of the event signals (the failure signal and the non-failure signal) or the like transmitted from the machine in a predetermined time period, intervals of the transmission, failure ratios, failure parts, change ratios of these in a predetermined time period, the total stopping time, and the like. Based on magnitudes of the failure risks, ranks in the three phases are determined. It is to be noted that although in the example shown in
In the machine failure analysis (in real time) shown in
For example, for each of the function parts of the machine such as a bill validator, a card dispenser a cabinet, and a communication controller, the number of event signals is shown in the histogram. In addition, with respect to each of the function parts, the number of the failure signals and the number of the non-failure signals are separately displayed in the histogram.
In addition, with respect to the machine failure analysis, as described above with reference to
In addition, with respect to the fraudulent act analysis, as described above with reference to
[Promotion Analysis]
In a hall store, for example, in order to promote an increase in store visiting frequencies of members, an increase in playing time periods thereof, an increase in Bet money amounts thereof, and the like, coupons are distributed to players having specific player attributes. As forms of distributing the coupons, there are a variety of forms such as provision of coupons of IC cards, provision of points to membership cards, and provision of meal tickets or shopping tickets. As with the coupons of the IC cards, the coupons provided by electronic media different from the membership cards are normally managed such that simple refunding (CASHOUT) cannot be made. The provision of the coupons as described above is a representative example of the promotion. In a hall store, in addition thereto, a variety of promotion can be conducted.
In the game information analysis system 2001 according to the one embodiment of the present invention, expenditure amounts expended for the promotion and money amounts used by players, who are provided with profits by this promotion, in games or the like after the provision can be managed. In view of the relationship between the expenditure amounts and the used money amounts, whether said promotion was successful is analyzed.
In addition, with respect to players and members who are provided with the profits by the promotion as described above, the above-described candlestick chart related psychology scores and degrees of satisfaction of customers are calculated, and how these indices were changed, for example, degrees of effect of the promotion conducted by distributing the coupons can be analyzed. In addition, whether or not the distributed coupons were used can be analyzed so as to be classified by player attributes.
In addition, the above-described candlestick chart related psychology scores and degrees of satisfaction of customers are calculated, and promotion such as the distribution of the coupons to players whose degrees of satisfaction are low can be implemented.
Moreover, before and after the promotion, a balance between degrees of satisfaction of the hall store satisfaction degree score and the customer satisfaction degree score is analyzed (refer to
In addition, in the game information analysis system 2001 according to the one embodiment of the present invention, effect of the promotion can be analyzed by a simulation tool. For example, by instructing displaying of the simulation tool displayed by the tool display part 2570 of the menu screen 2500 shown in
In the simulation described above with reference to
In addition, in the simulation described above with reference to
In addition, in the simulation described above with reference to
[Ad Hoc Report Tool]
The game information analysis system 2001 according to the one embodiment of the present invention includes an ad hoc report tool which allows a user himself or herself of a client terminal 2011 to select display items or the like of a report. For the ad hoc tool, when the displaying of the ad hoc report tool displayed by the tool display part 2570 of the menu screen 2500 shown in
Here, a user selects one index or a plurality of indices targeted to output data from an index area displaying indices and specifies it or theme in a “VALUE” section. As these indices, there are a total of Bets, a total of payouts, and the like, and in addition thereto, a number of sessions, normal POs, normal section Winloss/Bet by-multiplier big hit intervals, a candlestick chart related psychology degree score, a customer satisfaction degree score, a balance between degrees of satisfaction, and the like, and the items calculated uniquely in the present invention can be specified. These items are calculated based on game information including IN/OUT information, transmitted from each of the slot machines 2014.
In a dimension area, a daily dimension, a weekly dimension, a monthly dimension, a quarter term dimension, a yearly dimension, and the like are displayed.
A user issues instructions by using this ad hoc report tool, and thus, for example, a summary related to the number of games and a report showing counts (frequencies) for each of the numbers of games (refer to
At least one of machine attributes and player attributes displayed in a graph is classified into a plurality of categories, and for each of the categories, the ad hoc report tool can display a corresponding count value, a time period, and other attributes (or a count value, a time period, and other attribute ratios).
In addition, the above-described specifying of the items (by a user) to the ad hoc report tool can be registered as a template. For example, as a histogram analysis, a machine analysis, and a member analysis, display items and patterns of display modes can be registered, and at arbitrary timing, it or they can be called up and executed, thereby allowing reports to be displayed.
Although the above-described embodiment is described by citing the game facility as the example, the present invention is not limited thereto. The present invention is applicable to other facilities other than an amusement facility such as the game facility. For example, the present invention is applicable to commercial facilities such as shopping centers including a department store and an outlet mall and in addition to the above-mentioned commercial facilities and the game facility, the present invention is applicable to a commercial complex which is a building or a region in which a plurality of facilities such as restaurants and movie theaters are concentrated. In addition, for example, the present invention is applicable to facilities such as hotels, airports, and stations.
The present invention is not limited to the above-described game information analysis system and also discloses the below-described inventions.
The invention of each of the first to fifth game information analysis systems provides an analysis server and a game information analysis method, as described below.
An analysis server according to an aspect of the first invention has the below-described configuration.
The analysis server includes:
a game information reception part for receiving, from a gaming machine, game information including pieces of information pertinent to an investment money amount and a payout money amount; and
a game information analysis part for conducting an analysis process based on the game information,
the game information analysis part previously calculating a value of a first index indicating relationship between the investment money amount and the payout money amount in a predetermined section,
the game information analysis part, when upon analyzing time series game information, a value of a first index indicating relationship between an investment money amount and a payout money amount in an analysis target game has a predetermined discrepancy with respect to the previously calculated value of the first index, determining that the game is in a bonus game state.
By employing the above-described configuration of the present invention, based on operation data of gaming machines, it is determined whether or not each game is a bonus game, thereby allowing a psychological state of a player to be simply and effectively evaluated.
In addition, a game information analysis method according to the aspect of the first invention has the below-described configuration.
The game information analysis method is executed in the game information analysis system including the analysis server, the method including:
a game information reception step at which on the analysis server, game information including pieces of information pertinent to an investment money amount and a payout money amount is received from a gaming machine; and
a game information analysis step at which on the analysis server, based on the game information, an analysis process is conducted,
at the game information analysis step, a value of a first index indicating relationship between the investment money amount and the payout money amount in a predetermined section is previously calculated, and
when upon analyzing time series game information, a value of a first index indicating relationship between an investment money amount and a payout money amount in an analysis target game has a predetermined discrepancy with respect to the previously calculated value of the first, the game is determined as being in a bonus game state.
By employing the above-described configuration of the present invention, based on the operation data of gaming machines, it is determined whether or not each game is the bonus game, thereby allowing the psychological state of a player to be simply and effectively evaluated.
Further, a game information method according to another aspect of the first invention has the below-described configuration.
The game information analysis method is executed on an analysis server, the method including:
a game information reception step at which game information including pieces of information pertinent to an investment money amount and a payout money amount is received from a gaming machine; and
a game information analysis step at which based on the game information, an analysis process is conducted,
at the game information analysis step, a value of a first index indicating relationship between the investment money amount and the payout money amount in a predetermined section is previously calculated, and
when upon analyzing time series game information, a value of a first index indicating relationship between an investment money amount and a payout money amount in an analysis target game has a predetermined discrepancy with respect to the previously calculated value of the first, the game is determined as being in a bonus game state.
In addition, the present invention provides an analysis server and a game information analysis method as described below.
The analysis server according to an aspect of the second invention has the below-described configuration.
The analysis server includes:
a game information reception part for receiving, from a gaming machine, game information including pieces of information pertinent to an investment money amount and a payout money amount; and
a game information analysis part for conducting an analysis process based on the game information,
the game information analysis part obtaining, from the game information, start timing and termination timing of each game,
the game information analysis part obtaining, from the game information, operation timing related to investment and settlement made by a player on a gaming machine,
the game information analysis part, based on the start timing, the termination timing, and the operation timing, determining a section of a session which is a series of a plurality of games played by the same player on the gaming machine.
By employing the above-described configuration of the present invention, a section of one gaming in respective games played on the gaming machine can be determined, thereby allowing a psychological state of a player to be effectively evaluated.
In addition, a game information analysis method according to the aspect of the second invention has the below-described configuration.
The game information analysis method is executed in a game information analysis system including an analysis server, the method including:
a game information reception step at which on the analysis server, game information including pieces of information pertinent to an investment money amount and a payout money amount is received from a gaming machine; and
a game information analysis step at which on the analysis server, an analysis process is conducted based on the game information,
at the game information analysis step, from the game information, start timing and termination timing of each game is obtained,
from the game information, operation timing related to investment and settlement made by a player on a gaming machine, is obtained, and
based on the start timing, the termination timing, and the operation timing, a section of a session which is a series of a plurality of games played by the same player on the gaming machine is determined.
By employing the above-described configuration of the present invention, the section of one gaming in the respective games played on the gaming machine can be determined, thereby allowing the psychological state of a player to be effectively evaluated.
Further, a game information analysis method according to another aspect of the second invention has the below-described configuration.
The game information analysis method is executed on an analysis server, the method including:
a game information reception step at which game information including pieces of information pertinent to an investment money amount and a payout money amount is received from a gaming machine; and
a game information analysis step at which an analysis process is conducted based on the game information,
at the game information analysis step, from the game information, start timing and termination timing of each game is obtained,
from the game information, operation timing related to investment and settlement made by a player on a gaming machine, is obtained, and
based on the start timing, the termination timing, and the operation timing, a section of a session which is a series of a plurality of games played by the same player on the gaming machine is determined.
By employing the above-described configuration of the present invention, the section of one gaming in the respective games played on the gaming machine can be determined, thereby allowing the psychological state of a player to be effectively evaluated.
In addition, the present invention provides an analysis server and a game information analysis method as described below.
An analysis server according to an aspect of a third invention has the below-described configuration.
The analysis server includes:
a game information reception part for receiving, from a gaming machine, game information including pieces of information pertinent to an investment money amount and a payout money amount; and
a game information analysis part for conducting an analysis process based on the game information,
the game information analysis part representing transition of the investment money amount and the payout money amount by using a candlestick chart.
By employing the above-described configuration of the present invention, the representation with the candlestick chart based on operation data of the gaming machine is used, thereby allowing a psychological state of a player to be simply and effectively evaluated.
In addition, a game information analysis method according to the aspect of the third invention has the below-described configuration.
The game information analysis method is executed in a game information analysis system including an analysis server, the method including:
a game information reception step at which on the analysis server, game information including pieces of information pertinent to an investment money amount and a payout money amount is received from a gaming machine; and
a game information analysis step at which on the analysis server, based on the game information, an analysis process is conducted,
at the game information analysis step, transition of the investment money amount and the payout money amount is represented by using a candlestick chart.
By employing the above-described configuration of the present invention, the representation with the candlestick chart based on operation data of the gaming machine is used, thereby allowing a psychological state of a player to be simply and effectively evaluated.
Further, a game information analysis method according to another aspect of the third invention has the below-described configuration.
The game information analysis method is executed on an analysis server, the method including:
a game information reception step at which game information including pieces of information pertinent to an investment money amount and a payout money amount is received from a gaming machine; and
a game information analysis step at which based on the game information, an analysis process is conducted,
at the game information analysis step, transition of the investment money amount and the payout money amount is represented by using a candlestick chart.
By employing the above-described configuration of the present invention, the representation with the candlestick chart based on operation data of the gaming machine is used, thereby allowing a psychological state of a player to be simply and effectively evaluated.
In addition, the present invention provides an analysis server and a game information analysis method as described below.
The analysis server according to an aspect of a fourth invention has the below-described configuration.
The analysis server includes:
a game information reception part for receiving, from a gaming machine, game information including pieces of information pertinent to an investment money amount and a payout money amount; and
a game information analysis part for conducting an analysis process based on the game information,
the game information analysis part obtaining, from the game information, start timing and termination timing of each game,
the game information analysis part obtaining, from the game information, operation timing related to investment and settlement made by a player on the gaming machine,
the game information analysis part, based on the start timing, the termination timing, and the operation timing, determining a section of a session which is a series of a plurality of games played by the same player on the gaming machine,
the game information analysis part representing transition of the investment money amount and the payout money amount for each session by using a candlestick chart.
By employing the above-described configuration of the present invention, based on the operation data of the gaming machines, in the section of the session which is the series of a plurality of games played by the same player on the gaming machine, the representation with the candlestick chart is used, thereby allowing a psychological state of a player in one gaming to be simply and effectively evaluated.
In addition, a game information analysis method according to the aspect of the fourth invention has the below-described configuration.
The game information analysis method is executed in a game information analysis system including an analysis server, the method including:
a game information reception step at which on the analysis server, game information including pieces of information pertinent to an investment money amount and a payout money amount is received from a gaming machine; and
a game information analysis step at which on the analysis server, based on the game information, an analysis process is conducted,
at the game information analysis step, from the game information, start timing and termination timing of each game is obtained,
from the game information, operation timing related to investment and settlement made by a player on the gaming machine is obtained,
based on the start timing, the termination timing, and the operation timing, a section of a session which is a series of a plurality of games played by the same player on the gaming machine is determined, and
transition of the investment money amount and the payout money amount for each session is represented by using a candlestick chart.
By employing the above-described configuration of the present invention, based on the operation data of the gaming machines, in the section of the session which is the series of a plurality of games played by the same player on the gaming machine, the representation with the candlestick chart is used, thereby allowing the psychological state of a player in one gaming to be simply and effectively evaluated.
Further, a game information analysis method according to another aspect of the fourth invention has the below-described configuration.
The game information analysis method is executed on an analysis server, the method including:
a game information reception step at which game information including pieces of information pertinent to an investment money amount and a payout money amount is received from a gaming machine; and
a game information analysis step at which based on the game information, an analysis process is conducted,
at the game information analysis step, from the game information, start timing and termination timing of each game is obtained,
from the game information, operation timing related to investment and settlement made by a player on the gaming machine is obtained,
based on the start timing, the termination timing, and the operation timing, a section of a session which is a series of a plurality of games played by the same player on the gaming machine is determined, and
transition of the investment money amount and the payout money amount for each session is represented by using a candlestick chart.
By employing the above-described configuration of the present invention, based on the operation data of the gaming machines, in the section of the session which is the series of a plurality of games played by the same player on the gaming machine, the representation with the candlestick chart is used, thereby allowing the psychological state of a player in one gaming to be simply and effectively evaluated.
Further, the present invention provides an analysis server and a game information analysis method as described below.
The analysis server according to an aspect of a fifth invention has the below-described configuration.
The analysis server includes:
a game information reception part for receiving, from a gaming machine, game information including pieces of information pertinent to an investment money amount and a payout money amount; and
a game information analysis part for conducting an analysis process based on the game information,
the game information analysis part, based on game start timing, game termination timing, and operation timing related to investment and settlement made by a player on a gaming machine, determining a section of a session which is a series of a plurality of games played by the same player on the gaming machine, the game start timing, game termination timing, and operation timing related to investment and settlement being obtained from the game information,
the game information analysis part, when a value of an index of a analysis target session has a predetermined discrepancy with respect to a criterion being previously set for a value of an index based on the investment money amount and the payout money amount in the session, extracting said session,
the game information analysis part performing control for notifying that the extracted session is a session having a possibility of a fraudulent act.
By employing the above-described configuration of the present invention, when a large change in the predetermined index in the section of the session has occurred, based on the operation data of the gaming machine, the possibility of the fraudulent act can be detected in the short period of time and be notified.
In addition, a game information analysis method according to the aspect of the fifth invention has the below-described configuration.
The game information analysis method is executed in a game information analysis system including an analysis server, the method including:
a game information reception step at which on the analysis server, game information including pieces of information pertinent to an investment money amount and a payout money amount is received from a gaming machine; and
a game information analysis step at which on the analysis server, based on the game information, an analysis process is conducted,
at the game information analysis step, based on game start timing, game termination timing, and operation timing related to investment and settlement made by a player on a gaming machine, a section of a session which is a series of a plurality of games played by the same player on the gaming machine is determined, the game start timing, game termination timing, and operation timing related to investment and settlement being obtained from the game information,
when a value of an index of a analysis target session has a predetermined discrepancy with respect to a criterion being previously set for a value of an index based on the investment money amount and the payout money amount in the session, said session is extracted, and
control for notifying that the extracted session is a session having a possibility of a fraudulent act is performed.
By employing the above-described configuration of the present invention, when the large change in the predetermined index in the section of the session has occurred, based on the operation data of the gaming machine, the possibility of the fraudulent act can be detected in the short period of time and be notified.
Further, a game information analysis method according to another aspect of the fifth invention has the below-described configuration.
The game information analysis method is executed on an analysis server, the method including:
a game information reception step at which game information including pieces of information pertinent to an investment money amount and a payout money amount is received from a gaming machine; and
a game information analysis step at which based on the game information, an analysis process is conducted,
at the game information analysis step, based on game start timing, game termination timing, and operation timing related to investment and settlement made by a player on a gaming machine, a section of a session which is a series of a plurality of games played by the same player on the gaming machine is determined, the game start timing, game termination timing, and operation timing related to investment and settlement being obtained from the game information,
when a value of an index of a analysis target session has a predetermined discrepancy with respect to a criterion being previously set for a value of an index based on the investment money amount and the payout money amount in the session, said session is extracted, and
control for notifying that the extracted session is a session having a possibility of a fraudulent act is performed.
By employing the above-described configuration of the present invention, when the large change in the predetermined index in the section of the session has occurred, based on the operation data of the gaming machine, the possibility of the fraudulent act can be detected in the short period of time and be notified.
1 game system
1010, 2014 slot machine
1011 cabinet
1030 control panel
1131 upper image display panel
1135 symbol display window
1141 lower image display panel
1700 PTS terminal
1700A PIS front unit
1700B PTS main body
2001 game information analysis system
2011 client terminal
2012 analysis server
2013 hall management server
| Number | Date | Country | Kind |
|---|---|---|---|
| 2015161439 | Aug 2015 | JP | national |
| 2015161440 | Aug 2015 | JP | national |
| 2015161441 | Aug 2015 | JP | national |
| 2015161442 | Aug 2015 | JP | national |
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| 2015161450 | Aug 2015 | JP | national |
| 2015161451 | Aug 2015 | JP | national |
| 2015161452 | Aug 2015 | JP | national |
| 2015161453 | Aug 2015 | JP | national |
| Number | Name | Date | Kind |
|---|---|---|---|
| 5275400 | Weingardt | Jan 1994 | A |
| 5769714 | Wiener | Jun 1998 | A |
| 20020138461 | Sinclair | Sep 2002 | A1 |
| 20130331968 | Newton | Dec 2013 | A1 |
| Number | Date | Country | |
|---|---|---|---|
| 20170053484 A1 | Feb 2017 | US |
