SOLUTION DATA EDIT PROCESSING APPARATUS AND METHOD, AND AUTOMATIC SUMMARIZATION PROCESSING APPARATUS AND METHOD

Patent №

US 7,120,613

Granted

2006-10-10

Filed 2003

Owner

COMMUNICATIONS RESEARCH LABORATORY

Lab

AI components

5

ml · nlp · vision · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10369588

The present invention achieves edit processing which enables a user to freely edit solution data that becomes supervised data when processing automatic summarization using machine learning, and achieves summarization processing specialized for the user using the solution data. A user's evaluation of the summary produced by automatic processing of a text is created, and case data using the text and the summary as a problem and the input evaluation as a solution is stored. A solution and feature-set pair is extracted from the stored cases, and learning result of what solution is apt to be produced at what feature is stored. Thereafter a summary-candidate is generated from the processing target text, a feature-set is extracted from the text and summary-candidate, a summary-candidate and estimated-solution pair is generated by estimating a feature-set referring to the stored learning result, and the summary-candidate pair is used as a summary.

AI classification

Natural language1.00
Machine learning1.00
Planning1.00
Knowledge representation1.00
Vision0.97
AI hardware0.10
Evolutionary computation0.00
Speech0.00

Ownership

COMMUNICATIONS RESEARCH LABORATORY

assignment · 138010773

Assignors

MURATA, MASAKI

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

From the same owner

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