DOCUMENT CLUSTERING SYSTEM, DOCUMENT CLUSTERING METHOD, AND RECORDING MEDIUM

Patent №

US 8,965,896

Granted

2015-02-24

Filed 2012

Owner

NEC CORPORATION

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13518401

In the provided document clustering system (100), a concept tree structure accumulation unit (11) stores a concept tree structure that represents a hierarchical relationship among concepts represented by each of a plurality of words. For any two words, a concept similarity computation unit (12) obtains a concept similarity, which is an index indicating how close the concepts represented by the two words are. Using concept similarities for words that appear in two documents in a document set, an inter-document similarity computation unit (13) obtains an inter-document similarity, which indicates how similar the two documents are semantically. A clustering unit (14) uses inter-document similarities to cluster the documents in the document set.

AI classification

Natural language1.00
Knowledge representation1.00
Planning1.00
Machine learning0.99
AI hardware0.95
Vision0.86
Evolutionary computation0.03
Speech0.00

Ownership

NEC CORPORATION

assignment · 284230788

Assignors

MIZUGUCHI, HIRONORI, KUSUI, DAI

On an employer assignment, the assignors are typically the inventors.

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