PRESENTING A DIVERSITY OF RECOMMENDATIONS

Patent №

US 8,065,254

Granted

2011-11-22

Filed 2008

Owner

GOOGLE INC.

AI components

7

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

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12033540

Methods, systems and apparatus, including computer program products, for providing a diversity of recommendations. According to one method, results are identified so as to increase the likelihood that at least one result will be of interest to a user. Following the identification of a first result, second and later results are identified based on an assumption that the previously identified results are not of interest to the user. The identification of diverse results can be based on formulas that approximate the probability or provide a likelihood score of a user selecting a given result, where a measured similarity between a given object and previously identified results tends to decrease the calculated probability approximation or likelihood score for that object.

AI classification

Machine learning1.00
Evolutionary computation1.00
Vision0.97
Planning0.96
Knowledge representation0.96
Natural language0.95
AI hardware0.93
Speech0.00

Ownership

GOOGLE INC.

assignment · 209040763

Assignors

DAS, ABHINANDAN S., GARG, ASHUTOSH, DATAR, MAYUR

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

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