Systems and methods for effective authentication have been in great demand to prevent fraud and theft of services. The increase in mobile technology has resulted in a need for accurate identification of users for the purposes of electronic services such as banking services, credit card services, automatic teller machine (ATM) services, account information services such as mortgage, savings, and investment accounts. However, conventional authentication systems typically require a multi-step authentication to enable user access to a financial application for the purposes of checking balance, transferring funds, bill pay, or the like. Such multi-step authentication, although more effective at preventing misrepresentation, may d displease the user, especially if the user accesses banking services frequently. There is a need for personalizing the authentication process.
According to embodiments of the invention, a system for authenticating a user using self-selected preferences is presented, the system comprising: a processor; a memory; a module stored in memory executable by a processor, and configured to cause the processor to receive from a user, a request to execute a user action associated with an application, wherein execution of the user action requires validation of one or more authentication credentials; access a user-selected preference, wherein the user-selected preference comprises a level of authentication desired by the user; determine which one or more authentication types from a plurality of authentication types are associated with the level of authentication associated with the user-selected preference; request one or more authentication credentials corresponding to the determined one or more authentication types; receive one or more authentication credentials from the user; validate the one or more authentication credentials, thereby resulting in a successful validation of the one or more authentication credentials; and in response to the successful validation of the one or more authentication credentials, execute the user action.
In some embodiments, the one or more authentication credentials received from the user and one or more functions associated with the application permitted for user access are positively correlated.
In some embodiments, the user-selected preference comprises a time duration, wherein the time duration is defined by a user selection of a first time stamp and a second time stamp, wherein the first time stamp and the second time stamp define the boundaries of application of the level of authentication.
In some embodiments, the user-selected preference comprises a geographic location, wherein the geographic location is a point within a geographic radius, wherein the geographic radius defines the boundary of application of the level of authentication.
In some embodiments, validating further comprises determining a successful match between the one or more authentication credentials received from the user and the one or more authentication credentials stored in a database, wherein the one or more authentication credentials correspond to the one or more authentication types associated with the level of authentication.
In some embodiments, the one or more authentication levels are associated with at least one of a hard authentication, a soft authentication, and a zero authentication.
In some embodiments, hard authentication comprises enabling a user to access all functions associated with the application based on at least a successful validation of the one or more authentication credentials associated with the user.
In some embodiments, the hard authentication comprises a multi-step verification of at least two authentication types, wherein verification further comprises receiving a user input of at least two authentication credentials.
In some embodiments, the authentication type associated with the multi-step verification is at least one of a username, a password, a personal identification number, or a biometric indicia.
In some embodiments, soft authentication comprises enabling a user to access one or more functions associated with the application based on at least a successful validation of the one or more authentication credentials associated with the user.
In some embodiments, the soft authentication comprises a secondary verification of at least one authentication type, wherein verification further comprises receiving a user input of at least one authentication credential.
In some embodiments, the at least one authentication type associated with the secondary verification comprises at least one of a social media authentication, an internet protocol (IP) based authentication, a fob, or a signed digital certificate.
In some embodiments, the zero authentication comprises restricting the user from access to the application after a predetermined number of authentication attempts to access the application.
In some embodiments, the module is configured to place a provisional flag on the application after exhaustion of a predetermined number of authentication attempts to access the application, wherein placing a provisional flag comprises notifying the user using a secondary means for contact.
In some embodiments, receiving one or more authentication credentials comprises receiving an input from the user.
In some embodiments, the application is associated with a financial institution.
In some embodiments, the user-selected preference is customizable.
In some embodiments, the user action comprises at least one of a funds transfer, viewing an account summary, a deposit, a withdrawal, or viewing a receipt.
In one aspect, the present invention is directed to a method for user authentication based on self-selected preferences, the method comprising: receiving, using a computing device processor, from a user, a request to execute a user action associated with an application, wherein execution of the user action requires validation of one or more authentication credentials; accessing, using a computing device processor, a user-selected preference, wherein the user-selected preference comprises a level of authentication desired by the user; determining, using a computing device processor, which one or more authentication types from a plurality of authentication types are associated with the level of authentication associated with the user-selected preference; requesting, using a computing device processor, one or more authentication credentials corresponding to the determined one or more authentication types; receiving, using a computing device processor, one or more authentication credentials from the user; validating, using a computing device processor, the one or more authentication credentials, thereby resulting in a successful validation of the one or more authentication credentials; and in response to the successful validation of the one or more authentication credentials, executing, using a computing device processor, the user action.
In one aspect, the present invention is directed to a computer program product for user authentication based on self-selected preferences, the computer program product comprising a non-transitory computer-readable medium comprising code causing a first apparatus to: receive from a user, a request to execute a user action associated with an application, wherein execution of the user action requires validation of one or more authentication credentials; access a user-selected preference, wherein the user-selected preference comprises a level of authentication desired by the user; determine which one or more authentication types from a plurality of authentication types are associated with the level of authentication associated with the user-selected preference; request one or more authentication credentials corresponding to the determined one or more authentication types; receive one or more authentication credentials from the user; validate the one or more authentication credentials, thereby resulting in a successful validation of the one or more authentication credentials; and in response to the successful validation of the one or more authentication credentials, execute the user action.
In one aspect, the present invention is directed to a system for self-selected user access based on specific authentication types, the system comprising: a processor; a memory; a module stored in memory executable by a processor, and configured to cause the processor to: receive from a user, a user-selected preference, wherein the user-selected preference comprises one or more authentication types desired by the user; determine a level of authentication from a plurality of levels of authentication are associated with the one or more authentication types associated with the user-selected preference; initiate the presentation of a user interface that enables the user to select one or more application functions, wherein the one or more application functions are associated with the determined level of authentication; receive from a user, a selection of one or more application functions, wherein receiving the selection further comprises receiving a request to execute the selected one or more application functions, wherein execution of the user action requires validation of one or more authentication credentials; request one or more authentication credentials corresponding to the desired one or more authentication types; receive one or more authentication credentials from the user; validate the one or more authentication credentials, thereby resulting in a successful validation of the one or more authentication credentials; and in response to the successful validation of the one or more authentication credentials, execute the selected one or more application functions.
In some embodiments, the user interface enables the user to select one or more application functions associated with the determined level of authentication corresponding to the authentication type desired.
In some embodiments, the user interface enables the user to reset the selected one or more application functions thereby removing restrictions on access to the one or more application functions.
In some embodiments, the user interface enables the user to save the selected one or more application functions for use at a future date.
In some embodiments, the user interface enables the user to acknowledge the selection of one or more application function or cancel the selection of one or more application functions.
In one aspect, the present invention is directed to a method for self-selected user access based on specific authentication types, the method comprising: receiving, using a computing device processor, from a user, a user-selected preference, wherein the user-selected preference comprises one or more authentication types desired by the user; determining, using a computing device processor, a level of authentication from a plurality of levels of authentication are associated with the one or more authentication types associated with the user-selected preference; initiating, using a computing device processor, the presentation of a user interface that enables the user to select one or more application functions, wherein the one or more application functions are associated with the determined level of authentication; receiving, using a computing device processor, from a user, a selection of one or more application functions, wherein receiving the selection further comprises receiving a request to execute the selected one or more application functions, wherein execution of the user action requires validation of one or more authentication credentials; requesting, using a computing device processor, one or more authentication credentials corresponding to the desired one or more authentication types; receiving, using a computing device processor, one or more authentication credentials from the user; validating, using a computing device processor, the one or more authentication credentials, thereby resulting in a successful validation of the one or more authentication credentials; and in response to the successful validation of the one or more authentication credentials, executing, using a computing device processor, the selected one or more application functions.
In another aspect, the present invention is directed to a computer program product for self-selected user access based on specific authentication types, the computer program product comprising a non-transitory computer-readable medium comprising code causing a first apparatus to: receive from a user, a user-selected preference, wherein the user-selected preference comprises one or more authentication types desired by the user; determine a level of authentication from a plurality of levels of authentication are associated with the one or more authentication types associated with the user-selected preference; initiate the presentation of a user interface that enables the user to select one or more application functions, wherein the one or more application functions are associated with the determined level of authentication; receive from a user, a selection of one or more application functions, wherein receiving the selection further comprises receiving a request to execute the selected one or more application functions, wherein execution of the user action requires validation of one or more authentication credentials; request one or more authentication credentials corresponding to the desired one or more authentication types; receive one or more authentication credentials from the user; validate the one or more authentication credentials, thereby resulting in a successful validation of the one or more authentication credentials; and in response to the successful validation of the one or more authentication credentials, execute the selected one or more application functions.
Having thus described embodiments of the invention in general terms, reference will now be made to accompanying drawings, where:
Embodiments of the present invention now may be described more fully hereinafter with reference to the accompanying drawings, in which some, but not all, embodiments of the invention are shown. Indeed, the invention may be embodied in many different forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this disclosure may satisfy applicable legal requirements. Like numbers refer to like elements throughout.
In some embodiments, an “entity” as used herein may be any organization or enterprise that has a collective goal and is linked to an external environment. In some embodiments, an entity may be a business entity, a merchant, or corporation. In some other embodiments, an entity may be a financial institution. A “financial institution” may be defined as any organization, entity, or the like in the business of moving, investing, or lending money, dealing in financial instruments, or providing financial services. This may include commercial banks, thrifts, federal and state savings banks, savings and loan associations, credit unions, investment companies, insurance companies and the like. In some embodiments, the entity may allow a user to establish an account with the entity. An “account” may be the relationship that the user has with the entity. Examples of accounts include a deposit account, such as a transactional account (e.g. a banking account), a savings account, an investment account, a money market account, a time deposit, a demand deposit, a pre-paid account, a credit account, a non-monetary user profile that includes only personal information associated with the user, or the like. The account is associated with and/or maintained by an entity. In other embodiments, an “entity” may not be a financial institution.
As used herein, the “user” may be an account holder or a person who has an account (e.g., banking account, credit account, or the like)), an employee (e.g., an underwriter, a project manager, an IT specialist, a manager, an administrator, an internal operations analyst, or the like).
As used herein, an “application” may be computer software that causes a computer to perform useful tasks beyond the running of the computer itself. A specific instance of such software is called a software application, application program application, or an application. In some embodiments, an application may be a banking application. Typically, a banking application is allowed to interface with commercial entities to connect to other modular software and to the interbank networks. In some embodiments, a banking application may also refer to trading software used by investment banks to access capital markets. In some embodiments, an application may not be a banking application.
User authentication may be required in a variety of situations. For example, a user may be required to authenticate identity for access to an application on a computer system or a mobile device or for access to a particular feature, function or action of an application. Numerous types and levels of user authentication exist. For example, a user may authenticate his or her identity using a unique alias such as a username and/or password. Further, in some situations, challenge questions, familiar pictures and/or phrases, biometrics, key fob-based alphanumeric codes and/or collocation, authentication of another application such as a similar application or an “overarching” application, and/or the like may be used as types of identity authentication.
The different types of authentication may provide differing degrees of confidence regarding the authentication using such types. For example, if a username by itself is used for a first user authentication, and a username along with a password is used for a second authentication, then the second authentication should provide a higher confidence regarding the authentication because of the additional layer of authentication required. Further, within the types of authentication, varying levels of confidence may be used. For example, when using a password, an administrator may require users to create a password according to strict rules designed to increase the security level of the password, and therefore increase the confidence of any authentication using the password.
Accordingly, a continuum of authentication may be used to quantify (or dictate) the levels of authentication. Likewise, a continuum of functions permitted may be used to quantify (or dictate) the number or context in which functions are permitted.
Referring to
Referring to
Referring now to
In some embodiments, one or both the continua 100B and 100A may have weighted scales such that, as a point on the continuum is moved, the corresponding functions permitted and/or level of authentication required may change exponentially or otherwise. Furthermore, in various embodiments, other representations of the various functions permitted that correspond with the various levels of authentication may be used by the invention.
Referring now to
Referring now to
The network 201 may be a global area network (GAN), such as the Internet, a wide area network (WAN), a local area network (LAN), a telecommunication network or any other type of network or combination of networks. The network 201 may provide for wireline, wireless, or a combination wireline and wireless communication between devices on the network 201.
In some embodiments, the users 202 and 205 are individuals who maintain cellular products with one or more providers. As illustrated in
The processing device 248 is operatively coupled to the communication device 246 and the memory device 250. The processing device 248 uses the communication device 246 to communicate with the network 201 and other devices on the network 201. As such, the communication device 246 generally comprises a modem, server, or other device for communicating with other devices on the network 201.
As further illustrated in
As illustrated in
As further illustrated in
In various embodiments, the level of user authentication may also be based in part on validating an identity of the mobile device of the user. Such verification can be incorporated into the close network score or into a unique identity score that is combined with the close network score in order to determine the appropriate level of authentication required for a requested action/function. The identity of the mobile device may be determined in a variety of ways. For example, the level of user authentication may also be based in part on validating an identity of the mobile device of the user. Such verification can be incorporated into the close network score or into a unique identity score that is combined with the close network score in order to determine the appropriate level of authentication required for a requested action/function. The identity of the mobile device may be determined in a variety of ways. For example, a particular mobile device 206 may be identified by gathering device identification information from the mobile device 206 to generate the device's “fingerprint,” or unique signature of the mobile device 206. Device identification information may be collected from a variety of sources. In some embodiments, the device identification information includes an identification code. The identification code may be but is not limited to a serial number or an item number of the device. In some embodiments, the device identification information may be associated with a chip associated with the mobile device. The chip may be but is not limited to a subscriber identification module (SIM) card, removable hard drive, processor, microprocessor, or the like. In other embodiments, the device identification information may be associated with a removable part of the mobile device 206. Removable parts include but are not limited to detachable keyboards, battery covers, cases, hardware accessories, or the like. Removable parts may contain serial numbers or part numbers. In alternative embodiments, a unique key, code, or piece of software provided by a financial institution may be downloaded onto the mobile device 206. This unique key, code, or piece of software may then serve as device identification information. Typically, the device identification information (e.g., a serial number, an identification code, an International Mobile Station Equipment Identity (IMEI), a phone number, a chip, a removable part, or similar pieces of device identification information) is collected from the mobile device 206 without requiring user input. For example, the device identification information may be automatically provided by the mobile device 206. Alternatively, the mobile device 206 may provide the information without requiring user input after receiving a request from a system for the identification information. In other embodiments, device identification information may be entered manually at the mobile device 206. For example, if the mobile device's serial number cannot be automatically located (perhaps due to interference, long range, or similar hindrance), the user may be prompted for manual entry of the serial number (or an identification code, an International Mobile Station Equipment Identity (IMEI), a phone number, a chip, a removable part, or similar pieces of device identification information). The device identification information may be stored and subsequently used to identify the mobile device 206.
It is understood that the servers, systems, and devices described herein illustrate one embodiment of the invention. It is further understood that one or more of the servers, systems, and devices can be combined in other embodiments and still function in the same or similar way as the embodiments described herein.
Referring now to
In response to receiving a request from the user, the system may be configured to access a user selected preference, wherein the user selected preference comprises a level of authentication desired by the user, as shown in block 304. In response to accessing the user-selected preference, the system may be configured to determine which one or more authentication types from a plurality of authentication types are associated with the level of authentication associated with the user selected preference, as shown in block 306. As illustrated in at least
In response to determining one or more authentication types, the system may be configured to request one or more authentication credentials corresponding to the determined one or more authentication types, as shown in block 308. In response to requesting one or more authentication credentials, the system may be configured to receive one or more authentication credentials from the user and validate the one or more authentication credentials, thereby resulting in a successful validation of the one or more authentication credentials, as shown in block 310. In response to successful validation of the one or more authentication credentials, the system may then be configured to execute the user action, as shown in block 312. In one aspect, a successful validation may include determining a successful match between the one or more authentication credentials received from the user and the one or more authentication credentials stored in a database, wherein the one or more authentication credentials correspond to the one or more authentication types associated with the level of authentication.
Referring now to
In another aspect, the successful validation of at least one authentication credential presented by the user associated with a soft authentication may enable the user to gain partial access to one or more functions of the application in the function permitted continuum of
In one aspect, the user selected preference may include a time duration. The time duration is defined by a user selection of a first time stamp and a second time stamp. In one aspect, the first time stamp and the second time stamp may define the boundaries of application of the level of authentication. For example, the user may desire a zero authentication at specific times of the day such as a time duration associated with a commute between the user's home and the user's office to ensure safety while driving. In another aspect, the user selected preference includes a geographic location. In some embodiments, the geographic location may be a specific location or point located within a geographic radius. In one aspect, the geographic radius defines the boundary of application of the level of authentication. In one aspect, the geographic radius may be customizable. In another aspect, the geographic radius may be fixed. For example, the user may desire a soft authentication at secure locations such as the user's home and the user's office. In these secure locations, the user may choose to configure the system to provide the user with a full access to the application even with a soft authentication. In another example, the user may desire a hard authentication at locations substantially new to the user, such as a different neighborhood, a different city, a different state, or the like.
In response to receiving the user-selected preference, the system may be configured to apply the one or more authentication types to the application based on at least the user-selected preference, as shown in block 406. In response to applying the one or more authentication types to the application, the system may be configured to apply an access level based on at least the application of the one or more authentication types, as shown in block 408. For example, the system may be configured to apply a soft authentication to an application at the user's home enabling the user with full access to all the functions in the application. In another example, the system may be configured to apply a hard authentication to an application when the user is found to be in a particular geographic location. In yet another example, the system may be configured to apply a soft authentication to the application when the user-selected preference includes a time duration defined by the first time stamp and a second time stamp, when the first and second time stamp is associated with a user's travel plan. In some embodiments, the user may desire a combination of hard authentication, soft authentication, and a zero authentication in an application based on at least a geographic location, a time duration, or the like.
Referring now to
In response, the system may then receive from a user, a selection of one or more application functions, as shown in block 508. For example, the user may choose to access application functions related to current balance associated with the financial institution account with a valid username. In one aspect, the user may determine application access on a real-time basis based on at least one of a geographic location, a time duration, or the like. For example, if the user has multiple accounts with the same financial institution, the user may want to gain access to the account identifiers in a recognizable geographic location such as a user's office space defined by a geographic radius. In another example, the user may choose not to gain access to the account identifiers in a public place such as a stadium for security purposes. In another aspect, the user may choose to not have access to application functions even with valid authentication credentials associated with the determined authentication level during a particular time period determined by defined by a first time stamp and a second time stamp. For example, the user may be an online shopping enthusiast who is usually tempted to shop for products and services immediately after work and before beginning household chores. In such situations, the user may choose a particular time period for limited access to application functions in an attempt to curtail expenses and budget better. In one aspect, a user selection of one or more application functions may be selecting one or more check boxes corresponding to the one or more application functions presented to the user. In another aspect, a user selection of one or more application functions may include a selection of one or more application functions from a drop down box. In yet another aspect, a user selection of one or more application functions may include an option to save the selection. In some embodiments, the saved selection may be saved in memory to enable the user to choose the saved option directly instead of having to go through the process of selecting the one or more application functions again.
In one aspect, receiving the selection further comprises receiving a request to execute the selected one or more applications, wherein execution of user action requires validation of one or more authentication credentials. In response to receiving a user selection, the system may then be configured to execute the user action based on a successful validation of the one or more authentication credentials, as shown in block 510. In some embodiments, the system may be configured to enable the user to reset the one or more application functions selected.
Referring now to
In accordance with embodiments of the invention, the term “module” with respect to a system may refer to a hardware component of the system, a software component of the system, or a component of the system that includes both hardware and software. As used herein, a module may include one or more modules, where each module may reside in separate pieces of hardware or software.
Although many embodiments of the present invention have just been described above, the present invention may be embodied in many different forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this disclosure will satisfy applicable legal requirements. Also, it will be understood that, where possible, any of the advantages, features, functions, devices, and/or operational aspects of any of the embodiments of the present invention described and/or contemplated herein may be included in any of the other embodiments of the present invention described and/or contemplated herein, and/or vice versa. In addition, where possible, any terms expressed in the singular form herein are meant to also include the plural form and/or vice versa, unless explicitly stated otherwise. Accordingly, the terms “a” and/or “an” shall mean “one or more,” even though the phrase “one or more” is also used herein. Like numbers refer to like elements throughout.
As will be appreciated by one of ordinary skill in the art in view of this disclosure, the present invention may include and/or be embodied as an apparatus (including, for example, a system, machine, device, computer program product, and/or the like), as a method (including, for example, a business method, computer-implemented process, and/or the like), or as any combination of the foregoing. Accordingly, embodiments of the present invention may take the form of an entirely business method embodiment, an entirely software embodiment (including firmware, resident software, micro-code, stored procedures in a database, or the like), an entirely hardware embodiment, or an embodiment combining business method, software, and hardware aspects that may generally be referred to herein as a “system.” Furthermore, embodiments of the present invention may take the form of a computer program product that includes a computer-readable storage medium having one or more computer-executable program code portions stored therein. As used herein, a processor, which may include one or more processors, may be “configured to” perform a certain function in a variety of ways, including, for example, by having one or more general-purpose circuits perform the function by executing one or more computer-executable program code portions embodied in a computer-readable medium, and/or by having one or more application-specific circuits perform the function.
It will be understood that any suitable computer-readable medium may be utilized. The computer-readable medium may include, but is not limited to, a non-transitory computer-readable medium, such as a tangible electronic, magnetic, optical, electromagnetic, infrared, and/or semiconductor system, device, and/or other apparatus. For example, in some embodiments, the non-transitory computer-readable medium includes a tangible medium such as a portable computer diskette, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or Flash memory), a compact disc read-only memory (CD-ROM), and/or some other tangible optical and/or magnetic storage device. In other embodiments of the present invention, however, the computer-readable medium may be transitory, such as, for example, a propagation signal including computer-executable program code portions embodied therein.
One or more computer-executable program code portions for carrying out operations of the present invention may include object-oriented, scripted, and/or unscripted programming languages, such as, for example, Java, Perl, Smalltalk, C++, SAS, SQL, Python, Objective C, JavaScript, and/or the like. In some embodiments, the one or more computer-executable program code portions for carrying out operations of embodiments of the present invention are written in conventional procedural programming languages, such as the “C” programming languages and/or similar programming languages. The computer program code may alternatively or additionally be written in one or more multi-paradigm programming languages, such as, for example, F#.
Some embodiments of the present invention are described herein with reference to flowchart illustrations and/or block diagrams of apparatus and/or methods. It will be understood that each block included in the flowchart illustrations and/or block diagrams, and/or combinations of blocks included in the flowchart illustrations and/or block diagrams, may be implemented by one or more computer-executable program code portions. These one or more computer-executable program code portions may be provided to a processor of a general purpose computer, special purpose computer, and/or some other programmable data processing apparatus in order to produce a particular machine, such that the one or more computer-executable program code portions, which execute via the processor of the computer and/or other programmable data processing apparatus, create mechanisms for implementing the steps and/or functions represented by the flowchart(s) and/or block diagram block(s).
The one or more computer-executable program code portions may be stored in a transitory and/or non-transitory computer-readable medium (e.g. a memory) that can direct, instruct, and/or cause a computer and/or other programmable data processing apparatus to function in a particular manner, such that the computer-executable program code portions stored in the computer-readable medium produce an article of manufacture including instruction mechanisms which implement the steps and/or functions specified in the flowchart(s) and/or block diagram block(s).
The one or more computer-executable program code portions may also be loaded onto a computer and/or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer and/or other programmable apparatus. In some embodiments, this produces a computer-implemented process such that the one or more computer-executable program code portions which execute on the computer and/or other programmable apparatus provide operational steps to implement the steps specified in the flowchart(s) and/or the functions specified in the block diagram block(s). Alternatively, computer-implemented steps may be combined with, and/or replaced with, operator- and/or human-implemented steps in order to carry out an embodiment of the present invention.
While certain exemplary embodiments have been described and shown in the accompanying drawings, it is to be understood that such embodiments are merely illustrative of and not restrictive on the broad invention, and that this invention not be limited to the specific constructions and arrangements shown and described, since various other changes, combinations, omissions, modifications and substitutions, in addition to those set forth in the above paragraphs, are possible. Those skilled in the art will appreciate that various adaptations, modifications, and combinations of the just described embodiments can be configured without departing from the scope and spirit of the invention. Therefore, it is to be understood that, within the scope of the appended claims, the invention may be practiced other than as specifically described herein.
To supplement the present disclosure, this application further incorporates entirely by reference the following commonly assigned patent applications:
This application is a continuation of U.S. patent application Ser. No. 14/175,672, filed Feb. 7, 2014; the contents of which are hereby incorporated by reference.
Number | Name | Date | Kind |
---|---|---|---|
5437346 | Dumont | Aug 1995 | A |
6256670 | Davies | Jul 2001 | B1 |
6422462 | Cohen | Jul 2002 | B1 |
6651168 | Kao et al. | Nov 2003 | B1 |
6748367 | Lee | Jun 2004 | B1 |
7058806 | Smeets et al. | Jun 2006 | B2 |
7111323 | Bhatia et al. | Sep 2006 | B1 |
7231202 | Natsuno | Jun 2007 | B2 |
7239226 | Berardi et al. | Jul 2007 | B2 |
7373515 | Owen et al. | May 2008 | B2 |
7472081 | Cason | Dec 2008 | B1 |
7529741 | Aravamudan et al. | May 2009 | B2 |
7546276 | Randle et al. | Jun 2009 | B2 |
7627505 | Yoshida et al. | Dec 2009 | B2 |
7693771 | Zimmerman et al. | Apr 2010 | B1 |
7697920 | McClain | Apr 2010 | B1 |
7698443 | Yaffe et al. | Apr 2010 | B2 |
7783281 | Cook et al. | Aug 2010 | B1 |
7930264 | Geppert | Apr 2011 | B2 |
7988045 | Connell, II et al. | Aug 2011 | B2 |
8012219 | Mendez et al. | Sep 2011 | B2 |
8156335 | Lin | Apr 2012 | B2 |
8165945 | Collins et al. | Apr 2012 | B2 |
8201232 | Zhang et al. | Jun 2012 | B2 |
8214650 | Dickinson et al. | Jul 2012 | B2 |
8244210 | Ayanamcottil et al. | Aug 2012 | B2 |
8261093 | Dhesi et al. | Sep 2012 | B1 |
8270995 | Manroa et al. | Sep 2012 | B1 |
8286227 | Zheng | Oct 2012 | B1 |
8295812 | Jones | Oct 2012 | B1 |
8295898 | Ashfield et al. | Oct 2012 | B2 |
8307412 | Ozzie et al. | Nov 2012 | B2 |
8332272 | Fisher | Dec 2012 | B2 |
8352323 | Fisher | Jan 2013 | B2 |
8352730 | Giobbi | Jan 2013 | B2 |
8369833 | McClain | Feb 2013 | B2 |
8380177 | Laracey | Feb 2013 | B2 |
8412626 | Hirson et al. | Apr 2013 | B2 |
8423466 | Lanc | Apr 2013 | B2 |
8442915 | Takatori et al. | May 2013 | B2 |
8483663 | Jones | Jul 2013 | B1 |
8485438 | Dollard | Jul 2013 | B2 |
8601602 | Zheng | Dec 2013 | B1 |
8644506 | Zellner | Feb 2014 | B2 |
8660358 | Bergboer et al. | Feb 2014 | B1 |
8682802 | Kannanari | Mar 2014 | B1 |
8683571 | Zapata et al. | Mar 2014 | B2 |
8744968 | Grigg et al. | Jun 2014 | B1 |
8768838 | Hoffman | Jul 2014 | B1 |
8769270 | Orsini et al. | Jul 2014 | B2 |
8850575 | Magi Shaashua et al. | Sep 2014 | B1 |
8869241 | Davis et al. | Oct 2014 | B2 |
8869305 | Huang | Oct 2014 | B1 |
8881306 | Feldman et al. | Nov 2014 | B2 |
8930271 | Ellis et al. | Jan 2015 | B1 |
8973102 | Jakobsson | Mar 2015 | B2 |
20020077978 | O'Leary et al. | Jun 2002 | A1 |
20020111907 | Ling | Aug 2002 | A1 |
20020157029 | French et al. | Oct 2002 | A1 |
20020174073 | Nordman et al. | Nov 2002 | A1 |
20020186845 | Dutta et al. | Dec 2002 | A1 |
20030045328 | Natsuno | Mar 2003 | A1 |
20030065805 | Barnes, Jr. | Apr 2003 | A1 |
20060030333 | Ward et al. | Feb 2006 | A1 |
20060036868 | Cicchitto | Feb 2006 | A1 |
20070055594 | Rivest et al. | Mar 2007 | A1 |
20070094152 | Bauman et al. | Apr 2007 | A1 |
20070100773 | Wallach | May 2007 | A1 |
20070156842 | Vermeulen et al. | Jul 2007 | A1 |
20070168677 | Kudo et al. | Jul 2007 | A1 |
20070194884 | Didier et al. | Aug 2007 | A1 |
20070219984 | Aravamudan et al. | Sep 2007 | A1 |
20070250920 | Lindsay | Oct 2007 | A1 |
20080167965 | Von Nothaus et al. | Jul 2008 | A1 |
20080293397 | Gajdos et al. | Nov 2008 | A1 |
20080319889 | Hammad | Dec 2008 | A1 |
20090019534 | Bakshi et al. | Jan 2009 | A1 |
20090100529 | Livnat et al. | Apr 2009 | A1 |
20090150286 | Barton | Jun 2009 | A1 |
20090187492 | Hammad et al. | Jul 2009 | A1 |
20090199264 | Lang | Aug 2009 | A1 |
20090217346 | Manring et al. | Aug 2009 | A1 |
20090254975 | Turnbull et al. | Oct 2009 | A1 |
20100064345 | Bentley et al. | Mar 2010 | A1 |
20100100897 | Manuel-Devadoss | Apr 2010 | A1 |
20100122333 | Noe | May 2010 | A1 |
20100257099 | Bonalle et al. | Oct 2010 | A1 |
20100330958 | Corda et al. | Dec 2010 | A1 |
20110016534 | Jakobsson et al. | Jan 2011 | A1 |
20110099104 | Nybom | Apr 2011 | A1 |
20110137804 | Peterson | Jun 2011 | A1 |
20110142234 | Rogers | Jun 2011 | A1 |
20110159846 | Kemshall | Jun 2011 | A1 |
20110166992 | Dessert et al. | Jul 2011 | A1 |
20110167440 | Greenfield | Jul 2011 | A1 |
20110208601 | Ferguson et al. | Aug 2011 | A1 |
20110270618 | Banerjee et al. | Nov 2011 | A1 |
20110320296 | Edwards | Dec 2011 | A1 |
20120030109 | Dooley Maley et al. | Feb 2012 | A1 |
20120054057 | O'Connell et al. | Mar 2012 | A1 |
20120089514 | Kraemling et al. | Apr 2012 | A1 |
20120095916 | Dorsey et al. | Apr 2012 | A1 |
20120137340 | Jakobsson et al. | May 2012 | A1 |
20120144468 | Pratt et al. | Jun 2012 | A1 |
20120160912 | Laracey | Jun 2012 | A1 |
20120171237 | Ching et al. | Jul 2012 | A1 |
20120173551 | Haddorp et al. | Jul 2012 | A1 |
20120174237 | Krzyzanowski | Jul 2012 | A1 |
20120179558 | Fischer | Jul 2012 | A1 |
20120197743 | Grigg et al. | Aug 2012 | A1 |
20120197794 | Grigg et al. | Aug 2012 | A1 |
20120230539 | Calman et al. | Sep 2012 | A1 |
20120239576 | Rose et al. | Sep 2012 | A1 |
20120254941 | Levien et al. | Oct 2012 | A1 |
20120254943 | Li | Oct 2012 | A1 |
20120260318 | Fromentoux et al. | Oct 2012 | A1 |
20120265585 | Muirbrook et al. | Oct 2012 | A1 |
20120300938 | Kean et al. | Nov 2012 | A1 |
20120316963 | Moshfeghi | Dec 2012 | A1 |
20130007874 | Purvis | Jan 2013 | A1 |
20130013498 | Fisher et al. | Jan 2013 | A1 |
20130030882 | Davis, III et al. | Jan 2013 | A1 |
20130030931 | Moshfeghi | Jan 2013 | A1 |
20130031003 | Dorsey et al. | Jan 2013 | A1 |
20130031004 | Dorsey et al. | Jan 2013 | A1 |
20130042314 | Kelley | Feb 2013 | A1 |
20130060689 | Oskolkov et al. | Mar 2013 | A1 |
20130060708 | Oskolkov et al. | Mar 2013 | A1 |
20130085927 | Scott | Apr 2013 | A1 |
20130097682 | Zeljkovic et al. | Apr 2013 | A1 |
20130097683 | Davis et al. | Apr 2013 | A1 |
20130097684 | Kim | Apr 2013 | A1 |
20130102283 | Lau et al. | Apr 2013 | A1 |
20130111208 | Sabin et al. | May 2013 | A1 |
20130138627 | Zaydman et al. | May 2013 | A1 |
20130143621 | Kumaran | Jun 2013 | A1 |
20130167207 | Davis et al. | Jun 2013 | A1 |
20130173456 | Grigg et al. | Jul 2013 | A1 |
20130178233 | McCoy et al. | Jul 2013 | A1 |
20130179954 | Bidare | Jul 2013 | A1 |
20130188485 | Midani et al. | Jul 2013 | A1 |
20130198056 | Aldrey et al. | Aug 2013 | A1 |
20130212007 | Mattsson et al. | Aug 2013 | A1 |
20130219454 | Hewinson | Aug 2013 | A1 |
20130267204 | Schultz et al. | Oct 2013 | A1 |
20130290361 | Anderson et al. | Oct 2013 | A1 |
20140129357 | Goodwin | May 2014 | A1 |
20140130127 | Toole et al. | May 2014 | A1 |
20140172707 | Kuntagod et al. | Jun 2014 | A1 |
20140173704 | Adams et al. | Jun 2014 | A1 |
20140187148 | Taite et al. | Jul 2014 | A1 |
20140188719 | Poornachandran et al. | Jul 2014 | A1 |
20140208401 | Balakrishnan et al. | Jul 2014 | A1 |
20140214640 | Mallikarjunan et al. | Jul 2014 | A1 |
20140244503 | Sadlier | Aug 2014 | A1 |
20140245391 | Adenuga | Aug 2014 | A1 |
20140250009 | Carlson | Sep 2014 | A1 |
20140279270 | Bertanzetti et al. | Sep 2014 | A1 |
20140279476 | Hua | Sep 2014 | A1 |
20140289821 | Wilson | Sep 2014 | A1 |
20140310764 | Tippett et al. | Oct 2014 | A1 |
20140315159 | Mukherjee et al. | Oct 2014 | A1 |
20140324690 | Allen et al. | Oct 2014 | A1 |
20140359709 | Nassar et al. | Dec 2014 | A1 |
20150032621 | Kar et al. | Jan 2015 | A1 |
20150039601 | Harrang et al. | Feb 2015 | A1 |
20150100495 | Salama et al. | Apr 2015 | A1 |
20150100788 | Chastain et al. | Apr 2015 | A1 |
20150120572 | Slade | Apr 2015 | A1 |
20150161610 | Sahadevan et al. | Jun 2015 | A1 |
20150170149 | Sharma | Jun 2015 | A1 |
20150171049 | Wasserman et al. | Jun 2015 | A1 |
20150206131 | Phillips et al. | Jul 2015 | A1 |
20150213474 | Howe | Jul 2015 | A1 |
Entry |
---|
QThru.com. “QThru: use your mobile smartphone for self-checkout” http://www.qthru.comi. QThru.com 2011. 6 pages. Retrieved Mar. 22, 2013. |
Tode, Chantal. “Walmart speeds up checkout, lets shoppers scan items via iPhone.” Published Sep. 5, 2012. http://www.mobilecommercedaily.com/walmart-speeds-up-checkout-lets-shoppers-scan-items-themselves-via-iphone. Mobile Commerce Daily. 4 pages. Retrieved Mar. 22, 2013. |
Zimmerman, Ann. “Check Out the Future of Shopping: Shaving Time Off the Weekly Grocery Run to Keep consumers in Stores and Spending.” http://online.wsj.com/article/SB10001424052748703421204576329253050637400.html. 5 pages. Retrieved Mar. 22, 2011. |
RISNews.edgl.com. “Supermarket Retailer Rolls Out Self-Checkout Smartphone App.” http://risnews.edgl.com/retail-news/Supermarket-Retailer-Rolls-Out-Self-Checkout-Smartphone-App81027 2 pages. Retrieved Mar. 9, 2011. |
Office Action dated Aug. 27, 2015 for U.S. Appl. No. 14/175,701. |
Number | Date | Country | |
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20160248781 A1 | Aug 2016 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 14175672 | Feb 2014 | US |
Child | 15046362 | US |