METHOD AND APPARATUS FOR CALCULATING SIMILARITY AMONG DOCUMENTS

Patent №

US 7,440,938

Granted

2008-10-21

Filed 2004

Owner

HITACHI, LTD.

Lab

AI components

4

ml · nlp · vision · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10838231

Information that individual elements (characteristic character strings) indicative of characteristics of a registered document appear in the registered document is stored in advance. When calculating similarity of the registered document, a query designated by a searcher is analyzed. The query is represented by a characteristic vector having the individual elements which take the relation between a plurality of words into consideration. Pieces of appearance information of the individual words contained in the query are counted. The counted appearance information is compared with a searching index to calculate similarity between documents.

AI classification

Natural language1.00
Knowledge representation1.00
Vision0.86
Machine learning0.86
AI hardware0.16
Speech0.03
Evolutionary computation0.03
Planning0.03

Ownership

HITACHI, LTD.

assignment · 156620431

Assignors

MATSUBAYASHI, TADATAKA, SUGAYA, NATSUKO, IIJIMA, MICHIO, OGAWA, YUICHI, WATANABE, YUUKI, YAMAMOTO, SHINYA, SUDOU, TSUYOSHI

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

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