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

Claim 17:
18. A system comprising: one or more processors; and a memory in communication with the one or more processors and storing instructions that, when executed by the one or more processors, cause the one or more processors to: receive 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; define 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; define one or more post-interaction values based on the user-specific context parameter and the location-specific context parameter; train 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; provide 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; send the one or more post-interaction values to the computing terminal; instruct the computing terminal to transmit the one or more post-interaction values to the circuitry of the personal transacting device; and send an instruction to a computing device associated with the user to instruct the user to position the personal transacting device in a specific arrangement with the computing device so as to enable the circuitry of the personal transacting device to establish a second session between the personal transacting device and the computing device and transfer the one or more post-interaction values to the computing device.