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. 29, 2023

Filed:

Aug. 29, 2022
Applicant:

Kyndryl, Inc., New York, NY (US);

Inventors:

Craig M. Trim, Ventura, CA (US);

Mary E. Rudden, Denver, CO (US);

Mauro Marzorati, Lutz, FL (US);

Jeremy R. Fox, Georgetown, TX (US);

Assignee:

KYNDRYL, INC., New York, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2023.01); G06N 5/022 (2023.01); G06N 5/04 (2023.01); G06F 18/231 (2023.01); G06F 18/2115 (2023.01); G06F 18/21 (2023.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06F 18/2115 (2023.01); G06F 18/2185 (2023.01); G06F 18/231 (2023.01); G06N 5/04 (2013.01);
Abstract

Systems and methods for automated resolution of over-specification and under-specification in a knowledge graph are disclosed. In embodiments, a method includes: determining, by a computing device, that a size of an object cluster of a knowledge graph meets a threshold value indicating under-specification of a knowledge base of the knowledge graph; determining, by the computing device, sub-classes for objects of the knowledge graph; re-initializing, by the computing device, the knowledge graph based on the sub-classes to generate a refined knowledge graph, wherein the size of the object cluster is reduced in the refined knowledge graph; and generating, by the computing device, an output based on information determined from the refined knowledge graph.


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