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:
May. 27, 2025

Filed:

Mar. 24, 2020
Applicant:

Equifax Inc., Atlanta, GA (US);

Inventors:

Rajkumar Bondugula, Marietta, GA (US);

Piyushkumar Patel, Peachtree City, GA (US);

Sunit Sivaraj, Alpharetta, GA (US);

Assignee:

EQUIFAX INC., Atlanta, GA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 18/20 (2023.01); G06F 18/21 (2023.01); G06F 18/2433 (2023.01); G06N 5/022 (2023.01); G06N 20/00 (2019.01); H04L 9/40 (2022.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 18/217 (2023.01); G06F 18/2433 (2023.01); G06F 18/285 (2023.01); G06N 5/022 (2013.01); G06N 20/00 (2019.01); H04L 63/102 (2013.01); H04L 63/12 (2013.01);
Abstract

A unit-classification system receives a data set with identity data objects corresponding to personal identity components. Feature vectors are determined for the identity data objects. A trained classifier model determines, based on a feature vector for each identity data object, whether the corresponding personal identity components are included in a identity component ('IC') category. The unit-classification system generates an IC identification for a first IC category, and associates the IC identification with a first identity data object corresponding to a first personal identity component. The unit-classification system identifies a second identity data object corresponding to a second personal identity component included in the first IC category. The unit-classification system modifies the first and second identity data objects to include the IC identification. Responsive to a request for the IC identification, the unit-classification system can provide a response that indicates the modified first and second identity data objects.


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