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:
Apr. 20, 2021

Filed:

May. 24, 2017
Applicant:

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

Inventors:

Sumit Bhatia, New Delhi, IN;

Vinith Misra, Sunnyvale, CA (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/901 (2019.01); G06F 16/248 (2019.01); G06F 17/10 (2006.01); G06N 5/00 (2006.01); G06N 5/02 (2006.01); G06F 16/2455 (2019.01);
U.S. Cl.
CPC ...
G06F 16/9024 (2019.01); G06F 16/248 (2019.01); G06F 16/2455 (2019.01); G06F 17/10 (2013.01); G06N 5/003 (2013.01); G06N 5/022 (2013.01);
Abstract

An approach is provided in which a system transforms a set of embedding approximation values corresponding to a set of knowledge graph nodes into a set of binary valued embedding vectors. The system evaluates the set of binary valued embedding vectors against a query and a selects one of the binary valued embedding vectors based on the evaluation. The system then identifies one of the knowledge graph nodes that corresponds to the selected binary valued embedding vector and in turn, provides a result to the query based on the identified knowledge graph node.


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