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:
Jul. 08, 2025

Filed:

Feb. 23, 2024
Applicant:

Experian Information Solutions, Inc., Costa Mesa, CA (US);

Inventors:

Hua Li, San Diego, CA (US);

Sophie Liu, San Diego, CA (US);

Yi He, San Diego, CA (US);

Zhixuan Wang, San Diego, CA (US);

Chi Zhang, San Diego, CA (US);

Kevin Chen, San Diego, CA (US);

Shanji Xiong, San Diego, CA (US);

Christer Dichiara, Carlsbad, CA (US);

Mason Carpenter, Richmond, VA (US);

Mark Hirn, Hermosa Beach, CA (US);

Julian Yarkony, Jersey City, NJ (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/906 (2019.01); G06F 16/901 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/906 (2019.01); G06F 16/9024 (2019.01); G06N 20/00 (2019.01);
Abstract

The present disclosure recites systems and methods for generating record clusters. For example, a computer-implemented method comprises receiving a plurality of records from data sources and providing at least a subset of the records to a scoring model that determines scores for various pairings of the records, a score for a given pair of the records representing a probability that the given pair of records contain data elements about the same entity. The method further comprises generating a graph data structure that includes a plurality of nodes, individual nodes representing a different record from the records. The method also comprises assigning a different unique identifier to individual clusters of the final clusters and responding to a request for data regarding a given entity by providing aggregated data elements from those records of the records associated with a cluster of the final clusters having an identifier that represents the given entity.


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