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:
Feb. 14, 2017

Filed:

Feb. 20, 2015
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);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/00 (2006.01); G06F 1/00 (2006.01); G06N 99/00 (2010.01); G06F 17/30 (2006.01); G06F 17/28 (2006.01);
U.S. Cl.
CPC ...
G06N 99/005 (2013.01); G06F 17/28 (2013.01); G06F 17/30625 (2013.01); G06F 17/30958 (2013.01);
Abstract

To extract relationships between complex entities from unstructured data, a parser parses, using an existing language model, the unstructured data to generate a parse tree. From the parse tree, a set of tokens is created. A token in the set of tokens includes a set of words found in the unstructured data. The set of tokens is inserted in the existing language model to form an enhanced language model. The unstructured data is re-parsed using the enhanced language model to create a knowledge graph. From the knowledge graph, a relationship between a subset of the set of tokens is extracted.


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