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:
Aug. 17, 2021

Filed:

Feb. 13, 2018
Applicant:

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

Inventors:

William S. Spangler, San Martin, CA (US);

Richard L. Martin, Jamaica Plain, MA (US);

Feng Wang, Santa Clara, CA (US);

Xiaoyang Gao, San Jose, CA (US);

Sheng Hua Bao, San Jose, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/048 (2013.01); G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06F 16/338 (2019.01); G06F 16/33 (2019.01); G16C 20/70 (2019.01);
U.S. Cl.
CPC ...
G06N 5/043 (2013.01); G06F 16/338 (2019.01); G06F 16/3347 (2019.01); G06N 20/00 (2019.01); G16C 20/70 (2019.02);
Abstract

According to embodiments of the present invention, an entity may be represented by an unstructured feature vector comprising a plurality of features extracted from unstructured data using semantic analysis and a structural feature vector comprising a plurality of features from chemical structure data. A similarity matrix may be used to compare entities and generate a similarity score, based on both the unstructured feature vector and the structural feature vector for each entity. In some aspects, a user may enter a query (from which a chemical structural feature vector is dynamically generated) to compare against entities having unstructured and/or structural feature vectors, stored in a database.


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