DETERMINING QUERY TERM SYNONYMS WITHIN QUERY CONTEXT

Patent №

US 7,636,714

Granted

2009-12-22

Filed 2005

Owner

GOOGLE, INC.

AI components

6

ml · nlp · speech · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11096726

A method is applied to search terms for determining synonyms or other replacement terms used in an information retrieval system. User queries are first sorted by user identity and session. For each user query, a plurality of pseudo-queries is determined, each pseudo-query derived from a user query by replacing a phrase of the user query with a token. For each phrase, at least one candidate synonym is determined. The candidate synonym is a term that was used within a user query in place of the phrase, and in the context of a pseudo-query. The strength or quality of candidate synonyms is evaluated. Validated synonyms may be either suggested to the user or automatically added to user search strings.

AI classification

Natural language1.00
Speech1.00
Knowledge representation0.99
Machine learning0.98
Evolutionary computation0.71
Planning0.52
AI hardware0.29
Vision0.01

Ownership

GOOGLE, INC.

assignment · 163140489

Assignors

LAMPING, JOHN, BAKER, STEVEN

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

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