DOMAIN DICTIONARY CREATION BY DETECTION OF NEW TOPIC WORDS USING DIVERGENCE VALUE COMPARISON

Patent №

US 7,983,902

Granted

2011-07-19

Filed 2007

Owner

GOOGLE INC.

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11844067

Methods, systems, and apparatus, including computer program products, to identify topic words in a document corpus that includes topic documents related to a topic are disclosed. A reference topic word divergence value based on the document corpus and the topic document corpus is determined. A candidate topic word divergence value for a candidate topic word is determined based on the document corpus and the topic document corpus. The candidate topic word is determined to be a topic word if the candidate topic word divergence value is greater than the reference topic word divergence value.

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.79
Planning0.43
Evolutionary computation0.08
Vision0.01
Speech0.00

Ownership

GOOGLE INC.

assignment · 198450621

Assignors

WU, JUN, LIU, TANG XI, HONG, FENG, WANG, YONGGANG, YANG, BO, ZHANG, LEI

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

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