Fraud detection using knowledge graphs

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United States of America

PATENT NO 12236431
SERIAL NO

17458669

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Abstract

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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.

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Patent Owner(s)

  • UNITED SERVICES AUTOMOBILE ASSOCIATION (USAA)

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Calusinski, Jeffrey David San Antonio, US 9 36
Jayapalan, Vijay San Antonio, US 85 357

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