RECOMMENDING A GROUP TO A USER OF A SOCIAL NETWORKING SYSTEM BASED ON AFFINITIES OF THE USER FOR MEMBERS OF THE GROUP

Patent №

US 10,257,308

Granted

2019-04-09

Filed 2016

Owner

FACEBOOK, INC.

AI components

5

vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15162577

A social networking system identifies a set of groups of which a user of the social networking system is not a member and selects a group for recommendation to the user based on a predicted affinity of the user for each identified group. The social networking system computes an affinity score of the user for each of one or more members of the selected group based at least in part on information describing a set of connections between the user and each member. Based on the scores, the social networking system selects a set of members of the group and generates a recommendation unit, wherein images associated with the selected members are arranged based on their scores and overlay at least a portion of an image associated with the group. The recommendation unit is communicated to the user to suggest that the user join the recommended group.

AI classification

Planning1.00
Knowledge representation0.99
Evolutionary computation0.94
Vision0.91
AI hardware0.89
Machine learning0.03
Natural language0.01
Speech0.00

Ownership

FACEBOOK, INC.

assignment · 398800484

Assignors

LI, JINGXIAN, JU, LI, ERTMANN, ERIC CARL, WONG, FELIX

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

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