APPARATUS AND METHOD FOR CLASSIFYING DOCUMENT, AND COMPUTER PROGRAM PRODUCT

Patent №

US 9,507,857

Granted

2016-11-29

Filed 2013

Owner

KABUSHIKI KAISHA TOSHIBA

+1 more

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13845989

According to an embodiment, a document classification apparatus includes an extraction unit, a clustering unit, a classification unit, and a label assignment unit. The extraction unit is configured to extract feature words from documents. The clustering unit is configured to cluster the feature words into clusters so that a difference between the number of documents each including any one of the feature words belonging to one cluster and the number of documents each including any one of the feature words belonging to another cluster is equal to or less than a predetermined reference value. The classification unit is configured to classify the documents into the clusters so that each document belongs to the cluster to which the feature word included in the each document belongs. The label assignment unit is configured to assign a classification label to each cluster as a word representative of the corresponding feature words.

AI classification

Natural language1.00
Knowledge representation1.00
Machine learning0.96
Planning0.94
AI hardware0.68
Vision0.35
Speech0.01
Evolutionary computation0.00

Ownership

KABUSHIKI KAISHA TOSHIBA

assignment · 306500654

TOSHIBA SOLUTIONS CORPORATION

assignment · 306500654

Assignors

INABA, MASUMI, MANABE, TOSHIHIKO, KOKUBU, TOMOHARU, NAKANO, WATARU

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

From the same owner

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