Patent ID: 11948154
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 15:
16. A method comprising: receiving, by a server, an interaction session message from a computing terminal, wherein the interaction session message is related to a first session between the computing terminal and a circuitry of a personal transacting device of a user, the interaction session message comprising an identifying data of the personal transacting device; defining, by the server, based on the first session: i) a user-specific context parameter about the user, and ii) a location-specific context parameter about a physical location of the computing terminal; defining, by the server, one or more post-interaction values based on the user-specific context parameter and the location-specific context parameter; training a machine learning model with a training data set including pairs of a set of context of one or more items of contextual information and a set of recommended post-interaction data sourced from a data source including at least one of a crowdsourcing server, manual input of data, data analyzed by a third-party, searched data over the web, directories, and social networks; providing the user-specific context parameter about the user and the location-specific context parameter about the physical location of the computing terminal to a recommendation engine, the recommendation engine trained with the trained machine learning model to output the one or more post-interaction values; determining, by the server, whether the defined one or more post-interaction values are available for transmission to the user; and transmitting, by the server and responsive to determining that the one or more post-interaction values are not available for transmission to the user, a notification to a computing device associated with the user, wherein the notification includes a crowdsourcing app and a security token, and the notification notifies the user to obtain the one or more post-interaction values via the crowdsourcing app by activating the crowdsourcing app with the security token.