Variable Personalization of Search Results in a Search Engine

Patent №

US 9,058,364

Granted

2015-06-16

Filed 2012

Owner

GOOGLE INC.

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13620611

A search engine provides personalized rankings of search results. A user interest profile identifies topics of interest to a user. Each topic is associated with one or more sites, and a boost value, which can be used to augment an information retrieval score of any document from the site. Search results from any search are provided to the user, with a variable control of the ranking of the results. The results can be ranked by their unboosted information retrieval score, thus reflecting no personalization, or by their fully or partially boosted information retrieval scores. This allows the user to selectively control how their interests affect the ranking of the documents.

AI classification

Natural language1.00
Knowledge representation1.00
AI hardware0.99
Planning0.98
Machine learning0.63
Evolutionary computation0.05
Vision0.01
Speech0.00

Ownership

GOOGLE INC.

assignment · 298340936

Assignors

HAVELIWALA, TAHER H., JEH, GLEN M., KAMVAR, SEPANDAR D.

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

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