TOPIC IDENTIFICATION AND USE THEREOF IN INFORMATION RETRIEVAL SYSTEMS

Patent №

US 7,340,466

Granted

2008-03-04

Filed 2002

Owner

PLIANT TECHNOLOGIES, INC.

Lab

AI components

3

ml · nlp · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10086026

A technique to determine topics associated with, or classifications for, a data corpus uses an initial domain-specific word list to identify word combinations (one or more words) that appear in the data corpus significantly more often than expected. Word combinations so identified are selected as topics and associated with a user-specified level of granularity. For example, topics may be associated with each table entry, each image, each sentence, each paragraph, or an entire file. Topics may be used to guide information retrieval and/or the display of topic classifications during user query operations.

Machine learningNatural languageKnowledge representationG06F 16/313Y10S 707/99933Y10S 707/99936Y10S 707/99937

AI classification

Natural language1.00
Knowledge representation1.00
Machine learning1.00
Planning0.40
Vision0.38
AI hardware0.11
Evolutionary computation0.08
Speech0.01

Ownership

PLIANT TECHNOLOGIES, INC.

assignment · 129710768

Assignors

ODOM, PAUL S., AKILESWAR, SUBRAMANIAN, CHILDERS, ROBIE, KOTLAR, DENNIS

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

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