The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 25, 2025
Filed:
Aug. 27, 2021
Applicant:
Uipco, Llc, San Antonio, TX (US);
Inventors:
Vijay Jayapalan, San Antonio, TX (US);
Jeffrey David Calusinski, San Antonio, TX (US);
Assignee:
United Services Automobile Association (USAA), San Antonio, TX (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 20/40 (2012.01); G06N 3/02 (2006.01); G06N 5/02 (2023.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06N 3/02 (2013.01); G06N 5/02 (2013.01); G06Q 20/4014 (2013.01);
Abstract
A system and method for tasks assistance using a learning module comprising a knowledge graph and associated graph neural network is disclosed. The system can represent data using a knowledge graph, and generate embeddings of the knowledge graph for detecting latent patterns in the data that may be obscured in a high dimensional representation of the data. The system can more readily detect fraud patterns and take appropriate fraud limiting actions.