The present disclosure relates to an information providing method.
In recent years it has become possible to collect a large amount of sensor data from sensors placed in various places, and thus there is a demand to effectively use the collected sensor data. For example, if sensor data from various sensors placed in an indoor space such as a house is used, it is possible to provide services suitable to the user's situation (for example, see Japanese Patent Application Publication No. 2018-32272).
However, with the conventional art, there is little information that is related to how to use the sensor data, and it is therefore difficult to effectively use the sensor data for providing services.
The present disclosure provides, for example, an information providing method that can effectively use sensor data for providing services.
An information providing method according to one aspect of the present disclosure is a method that uses a first information processing apparatus which includes a processor and memory. A sensor and a storage are disposed in a space. The processor: obtains, from the memory, information indicating a stored period of an item in the storage as detected by the sensor; obtains, from the memory, information indicating a statistical time which is statistical information derived from past start times of cooking by a user; when (i) a length of the stored period of the item is a first threshold amount of time or longer and (ii) an amount of time from a current time to the statistical time is a second threshold amount of time or less, generates first information indicating there is an item that has been stored in the storage for a long time; obtains, from a second information processing apparatus connected to the first information processing apparatus, information indicating first request content over a network; and when content of the first information is included in the first request content, outputs, to the second information processing apparatus, second information including information for identifying the user or the space, using the first information generated.
An information providing method according to one aspect of the present disclosure is a method that uses a first information processing apparatus which includes a processor and memory. A sensor and a storage are disposed in a space. The processor: obtains preference information of a user from the memory; obtains, from the memory, information indicating changes in past cooking frequency of the user; obtains, from the memory, information indicating a statistical time which is statistical information derived from past start times of meals taken by the user; when (iii) the preference information of the user indicates that the user is interested in food, (iv) the information indicating changes in past cooking frequency indicates a decrease in cooking frequency, and (v) an amount of time from a current time to the statistical time is a threshold amount of time or less, generates first information indicating that the user is interested in food but their frequency of cooking is decreasing; obtains, from a second information processing apparatus connected to the first information processing apparatus, information indicating first request content over a network; and when content of the first information is included in the first request content, outputs, to the second information processing apparatus, second information including information for identifying the user or the space, using the first information generated.
An information providing method according to one aspect of the present disclosure is a method that uses a first information processing apparatus which includes a processor and memory. A first sensor and a second sensor are disposed in a space including a kitchen space. The processor: obtains, via the first sensor, information indicating a location of a user in a given span of time; obtains, via the second sensor, information indicating activity of a user in the given span of time; when (vi) the location of the user in the given span of time is included in the kitchen space and (vii) the activity of the user in the given span of time includes a cooking activity and a non-cooking activity in the stated order, generates first information indicating that the user is waiting for food to cook; obtains, from a second information processing apparatus connected to the first information processing apparatus, information indicating first request content over a network; and when content of the first information is included in the first request content, outputs, to the second information processing apparatus, second information including information for identifying the user or the space, using the first information generated.
An information providing method according to one aspect of the present disclosure is a method that uses a first information processing apparatus which includes a processor and memory. A sensor is disposed in a space. The processor: obtains, via the sensor, information indicating behavior of a user in the space; obtains, from the memory, information indicating a behavior predefined as a behavior indicating that the user is relaxing; when (viii) the information indicating the behavior of the user includes information indicating the behavior predefined as a behavior indicating that the user is relaxing, generates first information indicating that the user is relaxing; obtains, from a second information processing apparatus connected to the first information processing apparatus, information indicating first request content over a network; and when content of the first information is included in the first request content, outputs, to the second information processing apparatus, second information including information for identifying the user or the space, using the first information generated.
General and specific aspect(s) disclosed above may be implemented using a system, an apparatus, an integrated circuit, a computer program, or a computer-readable recording medium such as a CD-ROM, or any combination thereof.
Additional benefits and advantages of the disclosed embodiments will be apparent from the Specification and Drawings. The benefits and/or advantages may be individually obtained by the various embodiments and features of the Specification and Drawings, which need not all be provided in order to obtain one or more of such benefits and/or advantages.
The information providing method according to one aspect of the present disclosure can effectively use sensor data for providing services.
These and other advantages and features will become apparent from the following description thereof taken in conjunction with the accompanying Drawings, by way of non-limiting examples of embodiments disclosed herein.
Hereinafter, embodiments are specifically described with reference to the drawings.
Each of the following embodiments describes a general or specific example. The numerical values, shapes, materials, elements, the arrangement and connection of the elements, steps, order of the steps, etc., shown in the following embodiments are mere examples, and therefore do not limit the scope of the claims.
The figures are not necessarily precise illustrations. In the figures, elements that are essentially the same share like reference signs. Accordingly, duplicate description thereof is omitted or simplified.
First, an overview of service providing system 10 will be described with reference to
In service providing system 10 according to the present embodiment, sensor data from a plurality of indoor spaces is collected by a cloud server. Examples of an indoor space include a home, an office, a building, and the inside of a vehicle. Sensor data is data based on usual activity and/or unusual activity of a user in an indoor space.
Via an application programming interface (API), each of a plurality of service providers is capable of obtaining various information based on sensor data collected by the cloud server. An API is an information processing function of a cloud server that can be called from a computer and used.
Each service provider provides a service to a user based on information obtained via the API. Examples of services include an information providing service, an advertisement delivery service, a service for automated control of devices on a home network, or any combination thereof. Note that the service is not limited to these examples. For example, the service may be a product delivery service.
Next, the configuration of service providing system 10 will be described with reference to
Sensor group 300 is disposed in space 20, and includes at least one sensor. Sensor group 300 is connected to a communications network such as the Internet via gateway 500. Note that gateway 500 is optional; sensor group 300 may be connected to a communications network without passing through gateway 500.
Sensor group 300 outputs a sensor value indicating, for example, movement information related to a movement of a user or information related to activity/user operation of device group 400. For example, sensor group 300 can output a sensor value indicating whether a luminaire is emitting light, a sensor value indicating whether an audio device is outputting sound, a sensor value indicating whether a user is present in space 20 or a predefined region of space 20, or any combination thereof.
Sensor group 300 can include, for example, a motion sensor, a door sensor, a sound sensor, or any combination thereof. Such sensors included in sensor group 300 can be realized as, for example, an image sensor, an infrared sensor, an ultrasound sensor, a visible light sensor, a vibration sensor, a touch sensor, a microphone, or any combination thereof. Such sensors can be provided on a wall, floor, or ceiling that defines space 20, or on an electronic device or furniture disposed in space 20. Moreover, the sensors may be provided in devices included in device group 400. For example, one sensor may be a touch sensor provided in the touch screen of a smartphone or the like. Note that the sensors are not limited to the above examples.
Device group 400 is disposed in space 20, and includes at least one electronic device. Device group 400 is connected to a communications network such as the Internet via gateway 500. Note that gateway 500 is optional; device group 400 may be connected to a communications network without passing through gateway 500.
Device group 400 can include, for example, a display panel, a luminaire, an audio device, a refrigerator, a vacuum cleaner, or any combination thereof. Note that the one or more devices included in device group 400 are not limited to these examples.
First information processing apparatus 100 is disposed outside of space 20 and includes a processor and memory. For example, first information processing apparatus 100 corresponds to the cloud server illustrated in
Note that a cloud server refers to a server that is provided over the internet. An edge server refers to a server that is provided over a network in an area closer to the user than the internet is (such as a local area network (LAN)).
Second information processing apparatus 200 includes a processor and memory. For example, second information processing apparatus 200 is the service provider illustrated in
This example assumes that service providing system 10 illustrated in
Next, the functional configuration of first information processing apparatus 100 will be described with reference to
As illustrated in
Sensor data obtainer 101 obtains first sensor data including a first sensor value from sensor group 300. Part or all of first sensor data is stored in first memory 103. First sensor data may include data indicating whether a person is present in a given region in space 20, for example. First sensor data may include data indicating a state of sound output of an audio device, for example. First sensor data may include data indicating an operation state of a device. First sensor data may include data indicating whether a door of a refrigerator is open or closed.
First memory 103 stores part or all of the first sensor data obtained by sensor data obtainer 101.
Determiner 104 determines whether a first condition is satisfied or not. The first condition will be described in greater detail later.
Second memory 105 stores information for generating the first information. For example, second memory 105 stores a correspondence table in which content of the generated information is associated with mutually different conditions.
First information generator 106 generates first information when the first condition is satisfied. In the present embodiment, the first information indicates that there is a high probability that the user is tired, but the first information is not limited to this example.
Third memory 107 stores information for generating second information. In other words, third memory 107 stores information for identifying the user or space 20 corresponding to the first information generated by first information generator 106.
Second information generator 108 determines whether content of the first information is included in first request content included in information obtained from second information processing apparatus 200 via inputter/outputter 109. When content of the first information is included in the first request content, second information generator 108 generates the second information using the first information. The second information includes information for identifying the user or space 20 (for example, a user ID, a home address, an IP address, device identification information, etc.). For example, second information generator 108 generates the second information by reading, from third memory 107, information for identifying the user or space 20 corresponding to the first information generated by first information generator 106. Here, the second information may be information required for providing a service to the user or space 20. When content of the service to be provided is included in the first request, the second information corresponding to the content of the service may be provided. In a case in which the service is to be provided using a communications environment, one example of the second information is an IP address. In a case in which the service to be provided is for controlling a device, one example of the second information is device identification information. In a case in which the service to be provided is for controlling a device using a communications environment, one example of second information may be a combination of an IP address and device identification information.
Inputter/outputter 109 obtains information indicating the first request content (hereinafter “first request information”) from second information processing apparatus 200 connected to first information processing apparatus 100 over a network. Inputter/outputter 109 further outputs the second information generated by second information generator 108 to second information processing apparatus 200.
Note that determiner 104, first information generator 106, and second information generator 108 described above are realized as, for example, a processor and memory. When an instruction or a software program that is stored in the memory is executed, the processor functions as determiner 104, first information generator 106, and second information generator 108. Determiner 104, first information generator 106, and second information generator 108 may be realized as dedicated electronic circuitry.
First memory 103, second memory 105, and third memory 107 described above are realized as, for example, semiconductor memory and/or a disk drive or the like. Inputter/outputter 109 is realized as, for example, a network interface controller (NIC) or the like.
Next, the functional configuration of second information processing apparatus 200 will be described with reference to
As illustrated in
Fourth memory 201 stores information for generating the first request information.
Request generator 202 generates the first request information. More specifically, request generator 202 references information stored in fourth memory 201 to generate the first request information indicating the first request content.
The first request content indicates requirements that a user or space to which a given service is provided should meet. In the present embodiment, the first request content indicates a requirement of a high probability that the user in space 20 is tired, but the first information is not limited to this example.
Inputter/outputter 203 outputs the first request information generated by request generator 202 to first information processing apparatus 100. Inputter/outputter 203 further obtains the second information from first information processing apparatus 100.
Fifth memory 204 stores information for generating service information. For example, fifth memory 204 stores a correspondence table in which service content is associated with mutually different request content.
Service generator 205 generates first service information using the second information. The first service information is information for providing a service to the user in space 20 via device group 400.
In the present embodiment, the first service information is control information for causing an audio device to reproduce the sound of rain. Moreover, for example, the first service information may be information to be displayed on a display panel. Examples of information to be displayed on the display panel include information related to aroma therapy for improving wellness of the mind and body, information related to exercise for refreshing oneself, information for introducing a coffee bean roasting kit and coffee beans, or any combination thereof. Note that the first service information is not limited to the above examples.
Note that “service information” may also be referred to as “service content”. Service content includes service information such as music or advertisement information, and device control information for providing the service.
Outputter 206 references the second information and outputs the service information generated by service generator 205 to device group 400. Note that second information processing apparatus 200 may include memory for recording the association between information corresponding to the second information and information required for providing the service, obtain information required for providing the service by referencing the second information, and provide the service to the user or space 20.
Request generator 202 and service generator 205 described above are realized as, for example, a processor and memory. When an instruction or a software program that is stored in the memory is executed, the processor functions as request generator 202 and service generator 205. Request generator 202 and service generator 205 may be realized as dedicated electronic circuitry.
Fourth memory 201 and fifth memory 204 described above are realized as, for example, semiconductor memory and/or a disk drive or the like. Inputter/outputter 203 and outputter 206 are realized as, for example, a network interface controller (NIC) or the like.
Next, interaction in service providing system 10 will be described with reference to
As illustrated in
Here, if first information processing apparatus 100 obtains the first request information from second information processing apparatus 200 (S111), first information processing apparatus 100 determines whether there is a user or space that satisfies the first request content (S112). If first information processing apparatus 100 determines that there is a user or space that satisfies the first request content, first information processing apparatus 100 generates the second information (S113). First information processing apparatus 100 then outputs the generated second information to second information processing apparatus 200 (S114).
Second information processing apparatus 200 generates the first service information based on the second information (S121). The first service information is information for providing a first service to the user in space 20 via device group 400. Second information processing apparatus 200 then outputs the first service information to device group 400 (S122).
Note that the sequence diagram illustrated in
Next, processes performed by first information processing apparatus 100 (i.e., the information providing method) will be described in greater detail with reference to
As illustrated in
If the first condition is satisfied (Yes in S102), first information generator 106 generates the first information (S103). If the first condition is not satisfied (No in S102), first information generator 106 skips the process for generating the first information, that is to say, first information generator 106 does not generate the first information.
Next, inputter/outputter 109 obtains the first request information indicating the first request content from second information processing apparatus 200 (S111). Second information generator 108 determines whether there is a user or space that matches the first request content (S112). In other words, second information generator 108 determines whether the first request content includes the content of the first information or not.
When second information generator 108 determines that there is a user or space that matches the first request content (Yes in S112), second information generator 108 generates the second information using the generated first information (S113). Inputter/outputter 203 then outputs the generated second information to second information processing apparatus 200 (S114). When second information generator 108 determines that there is not a user or space that matches the first request content (No in S112), second information generator 108 skips the processes for generating and outputting the second information. In other words, second information generator 108 does not generate and output the second information.
In the present embodiment, the first condition includes at least (i) and (ii) described below.
(i) The length of a stored period of an item in a storage is a first threshold amount of time or longer.
(ii) An amount of time from the current time to a statistical time calculated from past start times of cooking by the user is a second threshold amount of time or less.
If (i) and (ii) described above are satisfied, it is estimated that there is an item that has been stored in the storage for a long time. More specifically, it is estimated, when it is almost time to start cooking, that there is an item that was stored in the storage in the past and has remained unused in the storage.
Next, the determination process for such a first condition (S102 in
First, determiner 104 determines whether the length of a stored period of an item in the storage is the first threshold amount of time or longer (S1021). In other words, determiner 104 determines whether (i) described above is satisfied or not.
Items in the storage are detected by a sensor disposed in the storage. For example, a load sensor that detects the load of items in the storage and/or an image sensor that captures images of items in the storage can be used as the sensor.
The first threshold amount of time is an amount of time for discerning that the stored period is long. For example, an amount of time registered in advance by the user may be used as the first threshold amount of time, and, alternatively, an amount of time determined based on past item stored periods may be used.
When the length of the stored period of an item in the storage is the first threshold amount of time or longer (Yes in S1021), determiner 104 determines whether the amount of time from the current time to a statistical time calculated from past start times of cooking by the user is a second threshold amount of time or less (S1022). In other words, determiner 104 determines whether (ii) described above is satisfied or not.
The second threshold amount of time is an amount of time for discerning that the current time is approaching a statistical time calculated from past cooking start times. For example, an amount of time registered in advance by the user may be used as the second threshold amount of time, and, alternatively, an amount of time determined based on a statistical value (for example, a standard deviation or a dispersion or the like) of past cooking start times may be used.
As used herein, the term “current” is not limited to the precise current time, but includes times that would usually be considered to be essentially the current time. For example, the current time as defined by a system (commonly referred to as the system time) may be used as the “current time”.
For example, past cooking start times can be obtained using at least one of past information indicating the user being present in the kitchen space or past information indicating an electronic device in the kitchen space being active. A statistical time of past cooking start times can be obtained by implementing statistical processing on cooking start times obtained over a past given span of time (for example, a week, a month, or three months back from the current day, or the same month from last year). Next, specific examples of a statistical time of past cooking start times will be given with reference to
The electronic device is included in device group 400 and is disposed in at least the kitchen space. Examples of the electronic device include a luminaire and a cooking appliance (for example, an induction cooktop, gas cooktop, a microwave oven, a rice cooker, or a coffee maker or the like).
For example, a statistical time (for example, the average time or mean time) of past cooking start times can be obtained by implementing statistical processing (for example calculating the average or mean) on start times of active periods that fall in a predefined period (for example, between 16:00 and 18:00). The statistical time of the past cooking start times obtained in this manner is stored in first memory 103.
The times at which a door of the refrigerator was opened can be obtained by, for example, a door sensor or an image sensor that captures images of the refrigerator, over a past given span of time (for example, a week, a month, or three months back from the current day, or the same month from last year). A statistical time (for example, the average time or mean time) of past cooking start times can be obtained by implementing statistical processing (for example calculating the average or mean) on, among the obtained times at which a door of a refrigerator was opened, the times that fall in a predefined period (for example, between 16:00 and 18:00). The statistical time of the past cooking start times obtained in this manner is stored in first memory 103.
A statistical value (for example, the average value or mean value) of start times of detection periods in a predefined period (for example, between 16:00 and 18:00) from among detection periods detected in a given span of time (for example, a week, a month, or three months back from the current day, or the same month from last year) can be obtained as the statistical time of the past cooking start times. The statistical time of the past cooking start times obtained in this manner is stored in first memory 103.
In the description of
We will now return to the description of the flowchart illustrated in
Note that the order of the steps illustrated in
As described above, the information providing method according to the present embodiment is a method that uses first information processing apparatus 100 which includes a processor and memory. A sensor and a storage are disposed in space 20. The processor can: obtain, from the memory, information indicating a stored period of an item in the storage as detected by the sensor; obtain, from the memory, information indicating a statistical time which is statistical information derived from past start times of cooking by a user; when (i) a length of the stored period of the item is a first threshold amount of time or longer and (ii) an amount of time from a current time to the statistical time is a second threshold amount of time or less, generate first information indicating there is an item that has been stored in the storage for a long time; obtain, from second information processing apparatus 200 connected to first information processing apparatus 100, information indicating first request content over a network; and when content of the first information is included in the first request content, output, to second information processing apparatus 200, second information including information for identifying the user or space 20, using the first information generated.
This makes it possible to determine that there is an item that has been stored in the storage for a long time, by using the information indicating the stored period of an item in the storage as detected by a sensor. Accordingly, it is possible to output information for identifying a user or space 20 that is in such a situation to, for example, the service provider. As a result, it is possible for a service provider or the like to provide services appropriate for the situation of the user or space 20. It is therefore possible to effectively use sensor data to provide services.
Next, Embodiment 2 will be described. The present embodiment mainly varies from Embodiment 1 in that the first information indicates that the user is interested in food but their frequency of cooking is decreasing, and that a different first condition is used to generate such first information. The present embodiment will be described with focus on the differences from Embodiment 1.
Note that the configuration of service providing system 10, the interactions in service providing system 10, and the processes performed by first information processing apparatus 100 according to the present embodiment are the same as in Embodiment 1, and will therefore be simplified or omitted in the illustrations and description.
In the present embodiment, the first condition includes (iii) through (v) described below.
(iii) The user's preference information includes information indicating that the user is interested in food.
(iv) Information indicating changes in past cooking frequency indicates a decrease in cooking frequency.
(v) An amount of time from the current time to a statistical time calculated from past start times of meals taken by the user is a threshold amount of time or less.
If (iii) through (v) described above are satisfied, it is estimated that the user will go out at a more delayed time than usual.
Next, the determination process for such a first condition (S102 in
First, determiner 104 determines whether the user's preference information includes information indicating that the user is interested in food (S2021). In other words, determiner 104 determines whether (iii) described above is satisfied.
The user's preference information is information indicating things the user is interested in, and is obtained from first memory 103. For example, the user's preference information may be registered in advance by the user, and, alternatively, may be obtained based on the user's credit card payment information and/or GPS tracking information.
When the user's preference information includes information indicating that the user is interested in food (Yes in S2021), determiner 104 determines whether information indicating changes in past cooking frequency indicates a decrease in cooking frequency (S2022). In other words, determiner 104 determines whether (iv) described above is satisfied.
Past cooking frequency can be obtained by counting the number of cooking start times per unit period of time (for example, one day, one week, two weeks, etc.) over a past given span of time that are obtained in the same manner as described in Embodiment 1 using a sensor disposed in the kitchen space. A trend (for example, an increase, a decrease, or no change) exhibited by temporal changes in past cooking frequency obtained in this manner can be obtained as a temporal change in past cooking frequency.
When the information indicating changes in past cooking frequency indicates a decrease in cooking frequency (Yes in S2022), determiner 104 determines whether the amount of time from the current time to a statistical time calculated from past start times of meals taken by the user is a threshold amount of time or less (S2023). In other words, determiner 104 determines whether (v) described above is satisfied or not.
The current time and the statistical time calculated from past meal start times can be obtained in the same manner as described in Embodiment 1. Moreover, the second threshold amount of time described in Embodiment 1 can be used as the threshold amount of time.
When the amount of time from the current time to the statistical time is the threshold amount of time or less (Yes in S2023), determiner 104 determines that the first condition is satisfied (S1026). Consequently, processing from step S103 in
However, when the user's preference information does not include information indicating that the user is interested in food (No in S2021), information indicating changes in past cooking frequency does not indicate a decrease in cooking frequency (No in S2022), or the amount of time from the current time to the statistical time is not the threshold amount of time or less (No in S2023), determiner 104 determines that the first condition is not satisfied (S1027). As a result, step S103 in
For example, the first information is generated (S103), whether the first request is satisfied is determined (S112), and the second information is generated (S113), based on the result of determining whether the first condition is satisfied or not as described above, just like in Embodiment 1. Then, based on the second information, second information processing apparatus 200 generates and outputs the first service information for providing the first service to the user in space 20 via device group 400 (S121 and S122).
For example, in the present embodiment, second information processing apparatus 200 can, as the first service information, output, to a display panel, information suggesting a recipe and a service for delivering an ingredient used in the recipe. Here, the suggested recipe may be determined based on the user's preference information.
As described above, the information providing method according to the present embodiment is a method that uses first information processing apparatus 100 which includes a processor and memory. A sensor and a storage are disposed in space 20. The processor can: obtain preference information of a user from the memory; obtain, from the memory, information indicating changes in past cooking frequency of the user; obtain, from the memory, information indicating a statistical time which is statistical information derived from past start times of meals taken by the user; when (iii) the preference information of the user indicates that the user is interested in food, (iv) the information indicating changes in past cooking frequency indicates a decrease in cooking frequency, and (v) an amount of time from a current time to the statistical time is a threshold amount of time or less, generate first information indicating that the user is interested in food but their frequency of cooking is decreasing; obtain, from second information processing apparatus 200 connected to first information processing apparatus 100, information indicating first request content over a network; and when content of the first information is included in the first request content, output, to second information processing apparatus 200, second information including information for identifying the user or space 20, using the first information generated.
This makes it possible to determine that the user's activity is more delayed than usual, using the current sensing information and the past sensing statistical information. Accordingly, it is possible to output information for identifying the user or space 20 that is in such a situation to, for example, the service provider. As a result, it is possible for a service provider or the like to provide services appropriate for the situation of the user or space 20. It is therefore possible to effectively use sensor data to provide services.
Next, Embodiment 3 will be described. The present embodiment mainly varies from Embodiment 1 in that the first information indicates that the user is waiting for food to cook, and that a different first condition is used to generate such first information. The present embodiment will be described with focus on the differences from Embodiment 1.
Note that the configuration of service providing system 10, the interactions in service providing system 10, and the processes performed by first information processing apparatus 100 according to the present embodiment are the same as in Embodiment 1, and will therefore be simplified or omitted in the illustrations and description.
In the present embodiment, the first condition includes (vi) and (vii) described below.
(vi) The location of the user in a given span of time is included in the kitchen space.
(vii) The activity of the user in the given span of time includes a cooking activity and a non-cooking activity in this order.
If (vi) and (vii) described above are satisfied, it is estimated that the user is waiting for food to cook.
Next, the determination process for such a first condition (S102 in
First, determiner 104 determines whether the location of the user in a given span of time is included in the kitchen space (S3021). In other words, determiner 104 determines whether (vi) described above is satisfied or not.
For example, information indicating the location of the user can be obtained by detecting at least one of the user being present in the kitchen space or an electronic device in the kitchen space being active, just like in Embodiment 1.
When the location of the user in the given span of time is included in the kitchen space (Yes in S3021), determiner 104 determines whether the user's activity in the given span of time includes a cooking activity and a non-cooking activity in this order (S3022). In other words, determiner 104 determines whether (vii) described above is satisfied or not.
Information indicating the user's activity indicates the user's activity in chronological order. For example, this information can be obtained by an image sensor disposed in space 20 or a motion sensor worn by the user.
Whether the user's activity includes a cooking activity or not can be determined by determining whether the information indicating the user's activity includes an activity predefined as a cooking activity or not. Information indicating predefined activities is stored in first memory 103.
A non-cooking activity is an activity that differs from a cooking activity. Accordingly, whether the user's activity includes a non-cooking activity or not can be determined by determining whether the information indicating the user's activity includes an activity other than an activity predefined as a cooking activity or not. Moreover, whether the user's activity includes a non-cooking activity or not can also be determined by determining whether the information indicating the user's activity includes an activity predefined as a non-cooking activity or not.
One example of a cooking activity is stewing ingredients in a pot. One example of a non-cooking activity is waiting for ingredients in the pot to stew.
When the user's activity in the given span of time includes a cooking activity and a non-cooking activity in this order (Yes in S3022), determiner 104 determines that the first condition is satisfied (S1026). Consequently, processing from step S103 in
However, when the location of the user in the given span of time is not included in the kitchen space (No in S3021) or the user's activity in the given span of time does not include a cooking activity and a non-cooking activity in this order (No in S3022), determiner 104 determines that the first condition is not satisfied (S1027). As a result, step S103 in
For example, the first information is generated (S103), whether the first request is satisfied is determined (S112), and the second information is generated (S113), based on the result of determining whether the first condition is satisfied or not as described above, just like in Embodiment 1. Then, based on the second information, second information processing apparatus 200 generates and outputs the first service information for providing the first service to the user in space 20 via device group 400 (S121 and S122).
For example, in the present embodiment, second information processing apparatus 200 can, as the first service information, output, to a display panel, content suitable for watching while waiting. For example, the content can be video content of a length that is viewable within the waiting period.
As described above, the information providing method according to the present embodiment is a method that uses first information processing apparatus 100 which includes a processor and memory. A first sensor and a second sensor are disposed in space 20 including a kitchen space. The processor can: obtain, via the first sensor, information indicating a location of a user in a given span of time; obtain, via the second sensor, information indicating activity of a user in the given span of time; when (vi) the location of the user in the given span of time is included in the kitchen space and (vii) the activity of the user in the given span of time includes a cooking activity and a non-cooking activity in the stated order, generate first information indicating that the user is waiting for food to cook; obtain, from second information processing apparatus 200 connected to first information processing apparatus 100, information indicating first request content over a network; and when content of the first information is included in the first request content, output, to second information processing apparatus 200, second information including information for identifying the user or space 20, using the first information generated.
This makes it possible to determine that the user is waiting for food to cook, by using information indicating the user's activity. Accordingly, it is possible to output information for identifying a user or space 20 that is in such a situation to, for example, the service provider. As a result, it is possible for a service provider or the like to provide services appropriate for the situation of the user or space 20. It is therefore possible to effectively use sensor data to provide services.
Next, Embodiment 4 will be described. The present embodiment mainly varies from Embodiment 1 in that the first information indicates that the user is relaxing, and that a different first condition is used to generate such first information. The present embodiment will be described with focus on the differences from Embodiment 1.
Note that the configuration of service providing system 10, the interactions in service providing system 10, and the processes performed by first information processing apparatus 100 according to the present embodiment are the same as in Embodiment 1, and will therefore be simplified or omitted in the illustrations and description.
In the present embodiment, the first condition includes at least (viii) described below.
(viii) Information indicating the user's behavior includes information indicating a behavior predefined as a behavior indicating that the user is relaxing.
If (viii) described above is satisfied, it is estimated that the user is relaxing.
Next, the determination process for such a first condition (S102 in
First, determiner 104 determines whether information indicating the user's behavior includes information indicating a behavior predefined as a behavior indicating that the user is relaxing (S4021). In other words, determiner 104 determines whether (viii) described above is satisfied or not.
Information indicating the user's behavior is obtained by a sensor disposed in space 20. For example, an image sensor that captures an image of the user or a motion sensor worn by the user can be used as the sensor.
Information indicating a behavior predefined as a behavior indicating that the user is relaxing is stored in first memory 103. One example of a behavior indicating that the user is relaxing is the user sitting on a sofa and doing nothing in particular.
When the information indicating the user's behavior includes information indicating the predefined behavior (Yes in S4021), determiner 104 determines that the first condition is satisfied (S1026). Consequently, processing from step S103 in
However, when the information indicating the user's behavior does not include information indicating the predefined behavior (No in S4021), determiner 104 determines that the first condition is not satisfied (S1027). As a result, step S103 in
For example, the first information is generated (S103), whether the first request is satisfied is determined (S112), and the second information is generated (S113), based on the result of determining whether the first condition is satisfied or not as described above, just like in Embodiment 1. Then, based on the second information, second information processing apparatus 200 generates and outputs the first service information for providing the first service to the user in space 20 via device group 400 (S121 and S122).
For example, in the present embodiment, second information processing apparatus 200 can, as the first service information, output, to a display panel, information that is useful when the user is relaxing. For example, when the user's preference information indicates that the user likes beer, second information processing apparatus 200 may, as the first service information, output a recipe for a snack that goes well with beer.
As described above, the information providing method according to the present embodiment is a method that uses first information processing apparatus 100 which includes a processor and memory. A sensor is disposed in space 20. The processor can: obtain, via the sensor, information indicating behavior of a user in space 20; obtain, from the memory, information indicating a behavior predefined as a behavior indicating that the user is relaxing; when (viii) the information indicating the behavior of the user includes information indicating the behavior predefined as a behavior indicating that the user is relaxing, generate first information indicating that the user is relaxing; obtain, from second information processing apparatus 200 connected to first information processing apparatus 100, information indicating first request content over a network; and when content of the first information is included in the first request content, output, to second information processing apparatus 200, second information including information for identifying the user or space 20, using the first information generated.
This makes it possible to determine that the user is relaxing, by using the information indicating the user's behavior which is obtained by a sensor. Accordingly, it is possible to output information for identifying the user or space 20 that is in such a situation to, for example, the service provider. As a result, it is possible for a service provider or the like to provide services appropriate for the situation of the user or space 20. It is therefore possible to effectively use sensor data to provide services.
Next, Variation 1 of the above embodiments will be described. The present variation mainly varies from the embodiments in that services are provided via first information processing apparatus 100. The present variation will be described with reference to the figures, with focus on the differences from the embodiments.
Note that since the configurations of service providing system 10 according to the present variation are the same as in the above embodiments, repeated illustration and description will be omitted.
As described above, with service providing system 10 according to the present variation, second information processing apparatus 200 can restrict disclosure of information related to space 20 to second information processing apparatus 200 since it is not necessary to directly communicate with device group 400 disposed in space 20. Accordingly, the privacy of users in space 20 can be protected.
Next, Variation 2 of the above embodiments will be described. The present variation mainly varies from the above embodiments in that the transmission of the first request information from second information processing apparatus 200 to first information processing apparatus 100 is performed before, rather than after, the generation of the first information (S103). The present variation will be described with reference to the figures, with focus on the differences from the embodiments.
Note that since the configurations of service providing system 10 according to the present variation are the same as in the above embodiments, repeated illustration and description will be omitted.
It is sufficient so long as the obtainment of the first request information (S111) is performed before the determining of whether the first request is satisfied (S112); the obtainment of the first request information (S111) is not limited to being performed before the obtainment of the first sensor data (S101). Moreover, since the first request has already been transmitted, second information processing apparatus 200 may request to obtain information regarding when to determine whether the first condition is satisfied (S102). If the first sensor data is consecutively received in a time series and whether the first condition is satisfied or not (S102) is determined upon each instance of reception of the first sensor data, it may be possible to obtain information at the point in time that the situation changes in a way to satisfy the first condition, by obtaining first sensor data information that does not meet the first condition immediately before first data that does satisfy the first condition is received. For example, the second information may be first sensor data information that (i) is obtained immediately before the first condition is satisfied and (ii) does not satisfy the first condition. Moreover, first information processing apparatus 100 may suggest to second information processing apparatus 200 to change the first condition, depending on the result of an analysis of statistical information on the first sensor data information that (i) is obtained immediately before the first condition is satisfied and (ii) does not satisfy the first condition.
As described above, with service providing system 10 according to the present variation, it is possible to output the second information regardless of the timing of the obtainment of the first request information, and possible to provide second information that is timely.
Next, Variation 3 of the above embodiments will be described. The present variation mainly varies from the above embodiments in that the second information includes, in addition to information for identifying a user or space, device activity information for a device related to a service. The present variation will be described with reference to the figures, with focus on the differences from the embodiments.
Note that since the configurations of service providing system 10 according to the present variation are the same as in the above embodiments, repeated illustration and description will be omitted. The interaction in service providing systems 10 and 10A and the processes performed by first information processing apparatus 100 are as illustrated in
Next, the process for generating the second information (S113 in
First information processing apparatus 100 selects a device related to the service identified by the first request information from among device group 400 disposed in space 20 in which the first information was generated (S1131). For example, first information processing apparatus 100 selects a device from among device group 400 based on the effect the service has on the user's five senses (sight, hearing, smell, touch, and taste) and the effect the device has on the user's five senses.
For example,
When, for example, service 1 is identified by the first request information, first information processing apparatus 100 selects, from among the devices illustrated in
Next, first information processing apparatus 100 obtains device activity information for the selected device(s) (S1132). The device activity information is information indicating whether the device is active. For example, the device activity information may be obtained directly from the device(s), or may be obtained via a sensor or sensors.
First information processing apparatus 100 then generates the second information including the device activity information (S1133).
As described above, according to the present variation, it is possible for the second information to include the device activity information for a device. Accordingly, second information processing apparatus 200 can provide a service that activates a device in an inactive state, and can avoid competition with services for devices that are operating. For example, when there are many devices that are in an active state, second information processing apparatus 200 can avoid causing multiple devices to confuse the senses of the user.
Although the second information includes the device activity information for selected devices in the present variation, this example is non-limiting. For example, the second information may include the device activity information for all devices. Moreover, the device activity information may be output separately from the second information.
The second information may moreover include only device activity information for devices that have been permitted to provide the device activity information by the user. Moreover, when there is a device that has been denied permission to provide the device activity information by the user, the second information may include information indicating that the device has been denied permission to provide the device activity information by the user. For example, when second information processing apparatus 200 provides a service using a device that has been denied permission to provide the operation information by the user, second information processing apparatus 200 may request permission from the user to provide the service.
Next, Variation 4 of the above embodiments will be described. The present variation mainly varies from the above embodiments in that the second information includes, in addition to information for identifying a user or space, suitability information indicating service provision suitability. The present variation will be described with reference to the figures, with focus on the differences from the embodiments.
Note that since the configurations of service providing system 10 according to the present variation are the same as in the above embodiments, repeated illustration and description will be omitted. The interaction in service providing systems 10 and 10A and the processes performed by first information processing apparatus 100 are as illustrated in
Next, the process for generating the second information (S113 in
First information processing apparatus 100 obtains a service provision history for space 20 or the user (S1134). Service provision history is information associating services provided in the past to space 20 or the user with the date and time that those services were provided.
Next, first information processing apparatus 100 evaluates the suitability of the provision of the service identified by the first request information for space 20 or the user, based on the obtained service provision history (S1135). More specifically, for example, first information processing apparatus 100 evaluates the suitability of the provision of the service identified by the first request information based on the number of times the service was provided in a given span of time. As another example, first information processing apparatus 100 may evaluate the suitability of the provision of the service identified by the first request information based on another service that is currently being provided.
Next, specific examples of the evaluation of the suitability of the service provision will be given with reference to
The service provision availability information indicates, for each service, the number of times per day that service can be provided, as well as situations in which that service cannot be provided. For example, the service provision availability information illustrated in
According to the service provision history illustrated in
Moreover, the service provision availability information illustrated in
The information indicating services that are prohibited from being provided simultaneously indicates, more specifically, pairs of services that are prohibited from being or allowed to be provided simultaneously. A check indicates the two services are prohibited from being provided simultaneously, while a dash indicates the two services are allowed to be provided simultaneously.
For example, the information illustrated in
The information indicating services that are prohibited from being changed indicates, more specifically, services prohibited from being or allowed to be provided in place of a service that is already being provided. A check indicates that changing from the service on the left column to the service on the top row is prohibited, and a dash indicates that changing from the service on the left column to the service on the top row is allowed.
For example, in
In the service provision history illustrated in
Such an evaluation result is expressed as two or more levels. For example, two levels, namely “suitable” and “unsuitable”, can be used as the evaluation result. As another example, a number score from 0 to 10 or 0 to 100 can be used as the evaluation result.
Lastly, first information processing apparatus 100 generates the second information including suitability evaluation information indicating the evaluation result (S1136).
As described above, according to the present variation, it is possible for the second information to include suitability evaluation information. Accordingly, second information processing apparatus 200 can, for example, skip the provision of a service when the service's suitability evaluation is low, and can thus inhibit the provision of services at inappropriate times. As a result, service providing systems 10 and 10A can reduce excessive provision of services and inhibit interference between services.
Although the second information includes the suitability evaluation information in the present variation, this example is non-limiting. For example, in addition to or instead of the suitability evaluation information, the second information may include the service provision history information. Moreover, the service suitability information may be output separately from the second information.
Next, Variation 5 of the above embodiments will be described. The present variation mainly varies from the above embodiments in that, when first requests having the same request content have already been received from a plurality of second information processing apparatuses 200 (see Variation 2 above), the second information is output to a second information processing apparatus 200 selected based on priority level. The present variation will be described with reference to the figures, with focus on the differences from the embodiments.
Note that since the configurations of service providing system 10 according to the present variation are the same as in the above embodiments, repeated illustration and description will be omitted. The interaction in service providing systems 10 and 10A and the processes performed by first information processing apparatus 100 are as illustrated in
Next, the process for outputting the second information (S114 in
First information processing apparatus 100 sets the priority level of each of a plurality of second information processing apparatuses 200 (S1141). In other words, first information processing apparatus 100 sets the priority level for each of a plurality of second information processing apparatuses 200 that correspond to a plurality of first requests having the same request content. For example, the priority levels may be included in the first request information, and in such cases, the priority levels are set according to the priority levels included in the first request information. The priority levels may be set according to the situation of space 20 or the user that is obtained from sensor group 300 and device group 400. Moreover, the priority levels of the plurality of second information processing apparatuses 200 may be set based on bid amounts by the service providers for the provision of the second information.
Next, first information processing apparatus 100 selects one or more second information processing apparatuses 200 based on the set priority level (S1142). For example, first information processing apparatus 100 selects, from among a plurality of second information processing apparatuses 200 that correspond to a plurality of first requests having the same request content, the second information processing apparatus 200 having the highest priority level. Note that the number of second information processing apparatuses 200 selected is not limited to one.
First information processing apparatus 100 then outputs the second information to the selected second information processing apparatus 200 (S1143). Thereafter, first information processing apparatus 100 determines whether the service has been provided by the selected second information processing apparatus 200 within a given period (S1144). In other words, whether or not the selected second information processing apparatus 200 has provided the service within a given period starting when the second information is output is determined. An empirically or experimentally predefined period can be used as the given period. For example, the same period may be used across a plurality of services. Alternatively, individually set times for the plurality of services may be used as the given period.
When the service is provided within the given period (Yes in S1144), processing ends. However, when the service is not provided within the given period (No in S1144), processing proceeds to step S1141. This time in step S1141, the priority levels of the plurality of second information processing apparatuses 200 are updated such that the priority level of the second information processing apparatus 200 that did not provide the service is reduced. First information processing apparatus 100 then selects one or more second information processing apparatuses 200 based on the updated priority levels (S1142). Here, the system may be configured so that the service can only be provided to the user or space 20 when the priority level is set to the highest level. For example, if the second information is sent to both the second information processing apparatus 200 set to the highest priority level before the update and the second information processing apparatus 200 set to the highest priority level after the update, there is a chance that the service may be redundantly provided when, after a given period, the service is attempted to be provided by the second information processing apparatus 200 set to the highest priority level before the update. Accordingly, the system may be set so that only the second information processing apparatus 200 set to the highest priority level can use the second information. For example, this may be achieved by setting the system so that the second information may only be used at the time the service is executed, so that the encryption is changed after each update, and providing an encryption key corresponding to the second information processing apparatus 200 set to the highest priority level.
As described above, according to the present variation, first information processing apparatus 100 can select a second information processing apparatus 200 based on priority level. Accordingly, service providing systems 10 and 10A can select a second information processing apparatus 200 that is appropriate for the provision of the service from among a plurality of second information processing apparatuses 200 corresponding to a plurality of first requests having the same request content.
Next, the types of services in the service providing system according to the above embodiments will be described.
Group 1000 is, for example, a business, an organization, or a household or the like. The scale of group 1000 may be any scale. Group 1000 includes devices A and B included in plural devices 1010, and home gateway 1020. For example, plural devices 1010 are devices included in device group 400 according to the above embodiments. For example, home gateway 1020 is gateway 500 according to the above embodiments. Plural devices 1010 include devices that can connect to the internet (for example, smartphones, PCs, televisions, etc.) as well as devices that cannot connect to the internet themselves (for example, lights, washing machines, etc.). Even devices that cannot connect to the internet themselves but can connect to the internet via home gateway 1020 may be included. Moreover, user(s) 990A that use plural devices 1010 are in group 1000.
Data center operating company 1100 includes cloud server 1110. Cloud server 1110 is a virtual server that links with various devices over the internet. For example, cloud server 1110 is first information processing apparatus 100 according to the above embodiments. For example, cloud server 1110 manages big data which is difficult to manage with typical database management tools. Data center operating company 1100 performs operations of a data center, such as data management and management of cloud server 1110. Services performed by data center operating company 1100 will be described in greater detail later. Here, data center operating company 1100 is not limited to a company that only performs operations such as data management and operation of cloud server 1110. For example, when a device manufacturer that develops and produces one device among plural devices 1010 also performs data management and management of cloud server 1110, that device manufacturer corresponds to data center operating company 1100 (
Service provider 1200 has server 1210. As used herein, the scale of server 1210 may be any scale. For example, server 1210 may be memory included in a personal computer. Moreover, there are cases in which service provider 1200 does not have server 1210. For example, server 1210 is second information processing apparatus 200 according to the above embodiments.
Note that home gateway 1020 is not required in the service described above. For example, when cloud server 1110 does all of the data management, home gateway 1020 is not necessary. Furthermore, there are cases in which there are no devices that cannot connect to the internet themselves, such as when all household devices are connected to the internet.
Next, the flow of information in the above service will be described.
First, device A and device B in group 1000 transmit information they obtained to cloud server 1110 in data center operating company 1100. Cloud server 1110 accumulates the information from device A or device B ((a) in
Next, cloud server 1110 in data center operating company 1100 provides the accumulated information to service provider 1200 in fixed units. Here, fixed units may be units in which the data center operating company can organize the collected information and provide the collected information to service provider 1200, and may be units requested by service provider 1200. Although the term “fixed units” is used herein, the units need not be fixed; the amount of information provided may be variable according to the situation. The information is stored in server 1210 of service provider 1200 ((b) in
Note that user 990A and user 990B may be the same or different users.
For example, the techniques described above can be realized in the following types of cloud services. However, the techniques described above are not limited to being realized in the following examples.
In this type, service provider 1200 operates and manages data center 903 (cloud server 1110). Service provider 1200 also manages OS 902 and application 901. Service provider 1200 provides service 904 using OS 902 and application 901 that it manages.
In this type, data center operating company 1100 operates and manages data center 903 (cloud server 1110). Service provider 1200 also manages OS 902 and application 901. Service provider 1200 provides service 904 using OS 902 and application 901 that it manages.
In this type, data center operating company 1100 manages OS 902 and operates and manages data center 903 (cloud server 1110). Service provider 1200 also manages application 901. Service provider 1200 provides service 904 using OS 902 managed by the data center operating company and application 901 that itself manages.
In this type, data center operating company 1100 manages application 901, manages OS 902, and operates and manages data center 903 (cloud server 1110). Service provider 1200 provides service 904 using OS 902 and application 901 that data center operating company 1100 manages.
In any of the above types, the service provision is performed by service provider 1200. Moreover, for example, the service provider or the data center operating company may develop, for example, the OS, application, or database of big data themselves, or may outsource the OS, application, or database of big data from a third party.
Although the service providing system according to one or more aspects of the present disclosure has been described based on embodiments, the present disclosure is not limited to these embodiments. Those skilled in the art will readily appreciate that various modifications may be made in these exemplary embodiments and that other embodiments may be obtained by arbitrarily combining the elements of the embodiments without materially departing from the novel teachings and advantages of the subject matter of the present disclosure. Accordingly, all such modifications and other embodiments are included in one or more aspects of the present disclosure.
For example, in the embodiments above, first information processing apparatus 100 that processes the sensor data and second information processing apparatus 200 that generates the service information are provided as separate apparatuses, but first information processing apparatus 100 and second information processing apparatus 200 may be configured as a single information processing apparatus. In such cases, since there is no need for interaction between first information processing apparatus 100 and second information processing apparatus 200, when the first condition is satisfied, processes from the generation of the first information to the output of the second information may be skipped.
The techniques of the present disclosure can be used as an information processing apparatus that provides information for providing a service to a user.
This is a continuation application of PCT International Application No. PCT/JP2019/038862 filed on Oct. 2, 2019, designating the United States of America, which is based on and claims priority of U.S. Provisional Patent Application No. 62/739,923 filed on Oct. 2, 2018, U.S. Provisional Patent Application No. 62/739,938 filed on Oct. 2, 2018, U.S. Provisional Patent Application No. 62/740,000 filed on Oct. 2, 2018, U.S. Provisional Patent Application No. 62/740,011 filed on Oct. 2, 2018, and U.S. Provisional Patent Application No. 62/754,064 filed on Nov. 1, 2018. The entire disclosures of the above-identified applications, including the specifications, drawings, and claims are incorporated herein by reference in their entirety.
Number | Date | Country | |
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62754064 | Nov 2018 | US | |
62739923 | Oct 2018 | US | |
62739938 | Oct 2018 | US | |
62740000 | Oct 2018 | US | |
62740011 | Oct 2018 | US |
Number | Date | Country | |
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Parent | PCT/JP2019/038862 | Oct 2019 | US |
Child | 17217184 | US |