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.

Date of Patent:
Aug. 27, 2024

Filed:

Dec. 28, 2021
Applicant:

Wells Fargo Bank, N.a., San Francisco, CA (US);

Inventors:

David Newman, Walnut Creek, CA (US);

Omar B. Khan, Richmond, VA (US);

Alexander Joseph Kalinowski, Philadelphia, PA (US);

Assignee:

Wells Fargo Bank, N.A., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2023.01); G06F 16/25 (2019.01); G06F 16/33 (2019.01); G06F 16/338 (2019.01);
U.S. Cl.
CPC ...
G06F 16/3347 (2019.01); G06F 16/258 (2019.01); G06F 16/338 (2019.01); G06N 5/02 (2013.01);
Abstract

A method may include retrieving, over a network device, data from a data source, the data formatted according to a relational database schema; converting, using at least one processor, the data from the data source into a knowledge graph; training, using the at least one processor, a neural network using triples from the knowledge graph, wherein a loss function of the neural network is based on a distance between a true triple from the knowledge graph and a corrupt triple; and after the training, storing weights of a hidden layer of the neural network as a vector space representation of entities in the knowledge graph.


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