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:
Dec. 13, 2022

Filed:

Jan. 28, 2021
Applicant:

American Express Travel Related Services Company, Inc., New York, NY (US);

Inventors:

Arpan Somani, Ratlam, IN;

Salil Rajeev Joshi, Bangalore, IN;

Shourya Roy, Bangalore, IN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/2457 (2019.01); G06N 20/20 (2019.01); G06F 40/30 (2020.01); G06F 16/22 (2019.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06F 16/24578 (2019.01); G06F 16/2255 (2019.01); G06F 40/284 (2020.01); G06F 40/30 (2020.01); G06N 20/20 (2019.01);
Abstract

At least some embodiments are directed to an entity matching detection system. The entity matching detection system includes a latent similarity identification machine learning model that receives one or more data records and generates a final similarity score indicative of a latent similarity between the one or more data records and a second data record. The entity matching detection system can identify lexical and semantic similarities between attribute values and can analyze and compute similarity scores for direct-linked attribute values and cross-linked attribute values extracted from different data records.


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