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:
Mar. 30, 2021

Filed:

Aug. 02, 2019
Applicant:

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

Inventors:

Emrah Acar, Montvale, NJ (US);

Rajesh R. Bordawekar, Yorktown Heights, NY (US);

Michele M. Franceschini, White Plains, NY (US);

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

Ruchir Puri, Baldwin Place, NY (US);

Haifeng Qian, White Plains, NY (US);

Livio B. Soares, New York, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/00 (2006.01); G06N 5/02 (2006.01); G06F 16/36 (2019.01); G06F 16/245 (2019.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06F 16/24569 (2019.01); G06F 16/36 (2019.01);
Abstract

Mechanisms, in a system comprising a host system and at least one accelerator device, for performing a concept analysis operation are provided. The host system extracts a set of one or more concepts from an information source and provides the set of one or more concepts to the accelerator device. The host system also provides at least one matrix representation data structure representing a graph of concepts and relationships between concepts in a corpus. The accelerator device executes the concept analysis operation internal to the accelerator device to generate an output vector identifying concepts in the corpus, identified in the at least one matrix representation data structure, related to the set of one or more concepts extracted from the information source. The accelerator device outputs the output vector to the host system which utilizes the output vector to respond to a request submitted to the host system associated with the information source.


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