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:
Jan. 02, 2024

Filed:

Sep. 05, 2021
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Eliezer Segev Wasserkrug, Haifa, IL;

Yishai Abraham Feldman, Tel Aviv, IL;

Evgeny Shindin, Nesher, IL;

Sergey Zeltyn, Haifa, IL;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2023.01); G06N 7/01 (2023.01); G01R 31/28 (2006.01); G06N 20/00 (2019.01); G06F 40/30 (2020.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G06N 7/01 (2023.01); G01R 31/2825 (2013.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01); G16H 50/20 (2018.01);
Abstract

A system for generating a statistical model for fault diagnosis comprising at least one hardware processor, adapted to: extract a plurality of structured values, each associated with at least one of a plurality of semantic entities of a semantic model or at least one of a plurality of semantic relationships of the semantic model, from structured historical information organized in an identified structure and related to at least some of a plurality of historical events, the semantic model represents an ontology of an identified diagnosis domain, each of the plurality of semantic entities relates to at least one of a plurality of domain entities existing in the identified diagnosis domain, and each of the plurality of semantic relationships connects two of the plurality of semantic entities and represents a parent-child relationship therebetween; extract a plurality of unstructured values, each associated with at least one of the plurality of semantic entities.


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