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. 08, 2022

Filed:

Jul. 17, 2020
Applicant:

Innoplexus Ag, Eschborn, DE;

Inventors:

Stratos Davlos, Sausalito, CA (US);

Lavanya Kannan, Fair Lawn, NJ (US);

Ashwin Rathod, Nanded, IN;

Assignee:

Innoplexus AG, Eschborn, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/28 (2019.01); G06N 20/00 (2019.01); G06F 16/93 (2019.01);
U.S. Cl.
CPC ...
G06F 16/285 (2019.01); G06F 16/288 (2019.01); G06F 16/93 (2019.01); G06N 20/00 (2019.01);
Abstract

A system for entity disambiguation. The system includes a server arrangement communicably coupled to a database arrangement including a plurality of documents. The server arrangement is configured to generate an entity network by parsing the plurality of documents, determining latent features relating to the plurality of documents and identifying relationships between the latent features and at least one document entity; determine importance score of each of the name entities using centrality algorithms; determine a relevance score of at least one document entity using link analysis algorithms; cluster the name entities based on the relationships therebetween using clustering coefficients; assign a name entity from each cluster of name entities as the person entity; and employ contextual information determined for the entity network to be used in a mathematical model for entity disambiguation.


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