COMBINING USER FEEDBACK

Patent №

US 8,832,083

Granted

2014-09-09

Filed 2010

Owner

GOOGLE INC.

AI components

7

ml · nlp · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12842345

Obtaining search results responsive to a query, each search result identifying a respective resource and each resource having a respective rank determined by a primary ranking algorithm. The method includes obtaining primary user feedback data and secondary user feedback data for the resource. The primary and secondary user feedback data representing previous user interactions with the resource when the resource was presented as a search result responsive to the query. The method also includes applying a weight to the secondary user feedback data, the weight being at least partially based on a threshold quantity of the primary user feedback data. The method also includes aggregating the primary user feedback data and the weighted secondary user feedback data and modifying the respective rank of the resource as a search result for the query based at least partially on the aggregated data.

AI classification

Planning1.00
Machine learning1.00
Natural language1.00
Knowledge representation0.98
Evolutionary computation0.96
AI hardware0.94
Vision0.72
Speech0.01

Ownership

GOOGLE INC.

assignment · 253300325

Assignors

CHEN, ZHIHUI, KIM, HYUNG-JIN, ADAMS, HENELE I., KHANDELWAL, NITIN, KACHOLIA, VARUN, STOUTAMIRE, DAVID P., CHEN, ZHIHUI, KIM, HYUNG-JIN, ADAMS, HENELE I., KHANDELWAL, NITIN, KACHOLIA, VARUN, STOUTAMIRE, DAVID P.

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

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