Patent ID: 11954166
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 12:
13. A method for applying a machine learning model to supplement one or more records stored in a database for retrieval, comprising:
receiving, by a system, interaction data based on an interaction of a user with a terminal, wherein the interaction data indicates a location of the terminal and a time associated with the interaction;
determining, by the system, a plurality of entities having a corresponding plurality of locations that are within a geographic area that includes the location of the terminal;
determining, by the system and based on the plurality of entities, one or more categories for categorizing a purpose associated with the interaction of the user with the terminal, wherein the one or more categories are based on the location of the terminal and the time associated with the interaction, and wherein the one or more categories are identified based on one or more entities within a geographic area that includes or is near the terminal used in the interaction;
transmitting, by the system and to a user device of the user, information that identifies the one or more categories;
receiving, by the system and from the user device, information that identifies one or more user-specified categories of the one or more categories; and
storing, by the system and in the database, a record that includes the information that identifies the one or more user-specified categories.