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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.

Patent No.:

US 11087220 B1

PDFFull Text
Expired
Date of Patent:
Aug. 10, 2021

Filed:

May. 08, 2017

Confidence weighting of complex relationships in unstructured data

Applicant:

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

Inventors:

Ahmed M. A. Nassar, Katy, TX (US);

Victoria O. Odeyemi, Toronto, CA;

Eman Omar, Katy, TX (US);

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

Assignee:

INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);

Attorneys:

Garg Law Firm, PLLC

Rakesh Garg

Anthony England

Primary Examiner:

Lut Wong

Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06N 7/00 (2006.01); G06N 3/08 (2006.01); G06N 20/00 (2019.01); G06F 16/00 (2019.01); G06F 16/31 (2019.01); G06F 16/33 (2019.01); G06F 16/901 (2019.01); G06F 40/35 (2020.01); G06F 40/40 (2020.01); G06F 40/295 (2020.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06F 16/00 (2019.01); G06F 16/322 (2019.01); G06F 16/334 (2019.01); G06F 16/9024 (2019.01); G06F 40/295 (2020.01); G06F 40/35 (2020.01); G06F 40/40 (2020.01); G06N 3/08 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01);
Abstract

For confidence weighting relationships between complex entities in unstructured data an expressed relationship between a subset of a set of tokens is extracted from a knowledge graph corresponding to the unstructured data. The knowledge graph includes the set of tokens. The tokens in the subset of tokens are related in the expressed relationship by a set of predicates. A number of occurrences of the set of predicates in the unstructured data is determined. A number of occurrences of the expressed relationship in the unstructured data is determined. Using the number of occurrences of the set of predicates and the number of occurrences of the expressed relationship, a confidence value is computed and assigned to the expressed relationship.

Find Patent Forward Citations

Nassar, Ahmed M. A.. (2021). Confidence weighting of complex relationships in unstructured data (U.S. Patent No. 11087220). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11087220

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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