INFORMATION RETRIEVAL SYSTEM, AN INFORMATION RETRIEVAL METHOD, A PROGRAM FOR EXECUTING INFORMATION RETRIEVAL, AND A STORAGE MEDIUM WHEREIN A PROGRAM FOR EXECUTING INFORMATION RETRIEVAL IS STORED

Patent №

US 6,965,898

Granted

2005-11-15

Filed 2002

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10278675

To provide an information retrieval system, a method for information retrieval, a program for executing the information retrieval, and a storage medium comprising the program for executing the information retrievalThe information retrieval system according to the present invention comprises: means for generating and storing a predetermined type matrix from said document-attribute matrix, means for generating said document-attribute submatrix from documents being added to said database during a specific time period, means for updating said predetermined type matrix using knowledge with respect to said document-attribute submatrix and for executing the singular value decomposition on updated said predetermined type matrix to execute dimension reduction of all document-attribute matrices stored within said database, and means for retrieving information with respect to a user input query using said dimension reduced document-attribute matrix.

AI classification

Machine learning1.00
Knowledge representation1.00
Planning1.00
Vision1.00
AI hardware1.00
Natural language0.99
Evolutionary computation0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 134660629

Assignors

ONO, MASAKI, KOBAYASHI, MEI, SAMUKAWA, HIKARU, TAKEUCHI, HIRONORI

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

From the same owner

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