KEY PHRASE EXTRACTION FROM QUERY LOGS

Patent №

US 7,577,643

Granted

2009-08-18

Filed 2006

Owner

MICROSOFT CORPORATION

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11536970

A method, media and data structure for extraction of key-phrase-content pairs are provided. Query logs having user queries and corresponding web results are processed to generate a content-to-key phrase index that includes key phrases. The query logs are filtered and key phrases are derived from the queries included in the query logs. The key phrases are aggregated based on a repeated content pages in the web results. User behavior and metadata is used to assign scores for each key phrase. The scores are utilized to rank the key phrases. Among other things, the key phrases can be used for advertisement to content matching and content summarization.

Machine learningNatural languageKnowledge representationAI hardwareG06Q 30/02G06F 16/313G06F 16/951Y10S 707/99932Y10S 707/99933Y10S 707/99942

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.70
Vision0.27
Planning0.10
Speech0.02
Evolutionary computation0.00

Ownership

MICROSOFT CORPORATION

assignment · 183270024

Assignors

DOMINOWSKA, EWA, RAGNO, ROBERT

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

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