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

Claim 0:
1. A system for applying a machine learning model to supplement one or more records stored in a database for retrieval, the system comprising:
one or more memories; and
one or more processors, communicatively coupled to the one or more memories, configured to:
receive 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;
provide the interaction data as input to the machine learning model, wherein the machine learning model is trained using supervised learning and historical interactions of the user or one or more other users with the terminal or one or more other terminals;
receive an output, based on applying the machine learning model to the interaction data, that indicates 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;
transmit, to a user device of the user, information that identifies the one or more categories;
receive, from the user device, information that identifies one or more user-specified categories of the one or more categories;
store a record, in the database, that includes the interaction data and information that identifies the one or more user-specified categories;
receive a query that indicates a requested category of the one or more user-specified categories;
retrieve a set of records from the database based on the query, wherein the set of records includes the record; and
provide the set of records to a device for display.