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:
Oct. 10, 2017

Filed:

Mar. 11, 2015
Applicant:

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

Inventors:

Mihaela A. Bornea, White Plains, NY (US);

James J. Fan, Mountain Lakes, NJ (US);

Alfio M. Gliozzo, New York, NY (US);

Christopher A. Welty, Flushing, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 99/00 (2010.01); G06N 5/02 (2006.01); G06F 17/30 (2006.01); G06F 19/00 (2011.01); G06F 17/27 (2006.01);
U.S. Cl.
CPC ...
G06N 5/02 (2013.01); G06F 17/277 (2013.01); G06F 17/30598 (2013.01); G06F 17/30604 (2013.01); G06F 17/30702 (2013.01); G06F 19/324 (2013.01); G06N 5/022 (2013.01); G06N 99/005 (2013.01);
Abstract

According to an aspect, a pair of related entities that includes a first entity and a second entity is received. Distributional relations are detected between the first entity and the second entity. The detecting includes identifying two sets of entities in a corpus, the first set including the first entity and at least one other entity that is semantically similar to the first entity, and the second set including the second entity and at least one other entity that is semantically similar to the second entity. Semantic relations are detected between entities in the first set and entities in the second set. A relation classifier is trained using the pair of related entities and detected semantic relations. The relation classifier model is applied to a new pair of entities to determine a likelihood of a semantic relation between the entities in the new pair of entities.


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