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

Claim 7:
8. 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 first interaction data based on a first interaction of a first user with a first terminal, wherein the first interaction data indicates a location of the first terminal and a time associated with the first interaction;
receive, from a first user device, information that identifies a user-specified category associated with the first interaction;
store a record, in the database, that includes the first interaction data and the information that identifies the user-specified category;
train a machine learning model based on the user-specified category and the first interaction data;
receive second interaction data based on a second interaction of a second user with a second terminal, wherein the second interaction data indicates a location of the second terminal and a time associated with the second interaction; and
transmit, to a second user device, information that identifies one or more categories for categorizing a purpose associated with the second interaction, wherein the one or more categories are determined by the trained machine learning model based on the location of the second terminal, the time associated with the second interaction, and one or more entities within a geographic area that includes or is near the second terminal used in the second interaction.