AUTOMATIC TEXT CLASSIFICATION SYSTEM

Patent №

US 6,556,987

Granted

2003-04-29

Filed 2000

Owner

APPLIED PSYCHOLOGY RESEARCH, LTD.

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09615295

An automatic text classification system is provided which extracts words and word sequences from a text or texts to be analyzed. The extracted words and word sequences are compared with training data comprising words and word sequences together with a measure of probability with respect to the plurality of qualities. Each of the plurality of qualities may be represented by an axis whose two end points correspond to mutually exclusive characteristics. Based on the comparison, the texts to be analyzed are then classified in terms of the plurality of qualities. In addition, a fuzzy logic retrieval system and a system for generating the training data are provided.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06F 16/353Y10S 707/99932Y10S 707/99933Y10S 707/99936Y10S 707/99937

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
Vision0.94
Planning0.91
AI hardware0.82
Speech0.01
Evolutionary computation0.00

Ownership

APPLIED PSYCHOLOGY RESEARCH, LTD.

assignment · 112110159

Assignors

BROWN, DANIEL, JANES, BENJAMIN

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

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