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:
Dec. 07, 2021

Filed:

Jan. 05, 2018
Applicant:

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

Inventors:

Joao H. Bettencourt da Silva, Dublin, IE;

Mark B. Hughes, Dublin, IE;

Spyros Kotoulas, Dublin, IE;

Caroline A. O'Connor, Kilkenny, IE;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06N 20/00 (2019.01); G06F 16/904 (2019.01); G06F 40/205 (2020.01); G06F 40/279 (2020.01); G16H 10/60 (2018.01); G16H 50/70 (2018.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/904 (2019.01); G06F 40/205 (2020.01); G06F 40/279 (2020.01); G06F 40/30 (2020.01); G16H 10/60 (2018.01); G16H 50/20 (2018.01); G16H 50/70 (2018.01);
Abstract

A capability to identify and visualize relationships and commonalities amongst record entities is provided. A plurality of entities are extracted from one or more records. Each extracted entity is associated with a respective feature vector within a vector space of a feature matrix. The feature vectors are distributed within the feature matrix based on semantic relationships amongst the entities of a corpus. Multidimensional coordinates within a dimensionally-reduced vector space of the feature matrix are generated for each extracted entity. One or more cells of a cellular presentation of the feature matrix are identified such that each identified cell represents one or more respective extracted entities. Each cell represents (i) a respective range of multidimensional coordinates within the dimensionally-reduced vector space of the feature matrix and (ii) one or more feature vectors of the plurality of feature vectors within the feature matrix.


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