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:
May. 19, 2020

Filed:

Dec. 18, 2017
Applicant:

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

Inventors:

Takashi Fukuda, Nerima-ku, JP;

Hiroaki Kikuchi, Yokohama, JP;

Shimpei Yotsukura, Saitama, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/24 (2019.01); G06F 16/2458 (2019.01); G06F 9/50 (2006.01); G06F 16/28 (2019.01); G06K 9/62 (2006.01); G06K 9/00 (2006.01); G06F 3/0484 (2013.01);
U.S. Cl.
CPC ...
G06F 16/2465 (2019.01); G06F 9/5083 (2013.01); G06F 16/2471 (2019.01); G06F 16/285 (2019.01); G06K 9/6223 (2013.01); G06K 9/6272 (2013.01); G06F 3/04842 (2013.01); G06K 9/00469 (2013.01);
Abstract

A computer-implemented method and system for clustering facets on a two-dimensional facet cube for text mining. The method and system performs text mining based on facets to analyze unstructured data in one or more documents by generating a two-dimensional facet cube that is a correlation matrix for one or more facets associated with a set of one or more of the documents; grouping one or more of the facets in the correlation matrix into at least one cluster; calculating a center for the cluster; and identifying facets that are located near the calculated center of the cluster as being representative of the cluster.


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