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:
Feb. 21, 2023

Filed:

Mar. 31, 2020
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Anindya Misra, McLean, VA (US);

Cindy Liu, McLean, VA (US);

Milovan Milovanovic, McLean, VA (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/20 (2020.01); G06F 16/34 (2019.01); G06F 16/901 (2019.01); G06N 20/00 (2019.01); G06N 3/04 (2006.01); G06F 40/30 (2020.01); G06F 16/36 (2019.01);
U.S. Cl.
CPC ...
G06F 40/20 (2020.01); G06F 16/345 (2019.01); G06F 16/367 (2019.01); G06F 16/9024 (2019.01); G06F 40/30 (2020.01); G06N 3/0481 (2013.01); G06N 20/00 (2019.01); G06F 16/36 (2019.01);
Abstract

A method may include a obtaining a first data model instance comprising an identifier string and a set of attributes associated with a set of attribute name strings. The method may include obtaining an ontology graph that includes a first label, a second label, and an association between them. The method may include using a prediction model to select the first label based on the first data model instance and determining the second label based on the relationship. The method may include determining a selected set of labels that includes the first label and the second label to associate with the first data model instance. The method may include associating the selected set of labels with the first data model instance in a dataset that includes a plurality of records, where each record is associated with a different data model instance.


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