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 10740678 B1

PDF
Full Text
Expired
Date of Patent:
Aug. 11, 2020

Filed:

Mar. 31, 2016
Applicant:

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

Inventors:

Tin Kam Ho, Millburn, NJ (US);

Luis A. Lastras-Montano, Cortlandt Manor, NY (US);

Oded Shmueli, New York, NY (US);

Livio Soares, Yorktown Heights, NY (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06F 16/36 (2019.01); G06F 40/30 (2020.01); G06F 16/332 (2019.01); G06N 3/08 (2006.01); G06F 40/247 (2020.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G06N 5/02 (2013.01); G06F 16/3329 (2019.01); G06F 16/367 (2019.01); G06F 40/247 (2020.01); G06F 40/30 (2020.01); G06N 3/08 (2013.01); G06N 20/10 (2019.01);
Abstract

A method and apparatus are provided for generating concept hierarchies in response to a user request to produce a hierarchy of concepts from a first concept set by performing a natural language processing (NLP) analysis comparison of the vector representations of the concepts in the first concept set to determine a similarity measure for each pair of distinct concepts Ci and Cj in the first concept set, and to construct therefrom a concept hierarchy based on one or more specified hierarchy parameters and the similarity measure for each pair of distinct concepts Ci and Cj in the first concept set.


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