QUERY BOOSTING BASED ON CLASSIFICATION

Patent №

US 7,440,968

Granted

2008-10-21

Filed 2004

Owner

GOOGLE INC.

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11001403

In a method of generating a search boost vector, a first set of content location identifiers for first content are provided. A second set of content location identifiers for second content are identified. The second content is related to the first content in accordance with one or more first categories corresponding to the first content. The one or more first categories may be determined by applying a text classifier to the first content. The second content may also be identified based on one or more user profiles and/or one or more content site profiles. The search boost vector is generated using weights corresponding to the content location identifiers in the first set of content location identifiers and/or the second set of content location identifiers. The one or more search boost vectors may be used to boost one or more search results.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 16/9566G06F 16/951Y10S 707/99933Y10S 707/99937Y10S 707/99943

AI classification

Natural language1.00
Machine learning0.99
Planning0.99
Knowledge representation0.98
AI hardware0.93
Vision0.01
Evolutionary computation0.00
Speech0.00

Ownership

GOOGLE INC.

assignment · 156830119

Assignors

OZTEKIN, BILGEHAN UYGAR, KAMVAR, SEPANDAR D., HAVELIWALA, TAHER H., JEH, GLEN, MACDUFF, TESSA

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

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