IDENTIFYING GROUPS FOR A SOCIAL NETWORKING SYSTEM USER BASED ON LIKELIHOODS OF THE USER INTERACTING WITH VARIOUS GROUPS

Patent №

US 9,729,494

Granted

2017-08-08

Filed 2014

Owner

FACEBOOK, INC.

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14535265

A social networking system selects a set of groups for presentation to a user of the social networking system. To select groups, the social networking system determining scores for various groups representing a likelihood of the user interacting with the groups. When determining a score for a group, the social networking system accounts for a likelihood of the user providing content to the group as well as the user accessing or viewing content associated with the group. Based on the scores, one or more groups are selected and presented to the user. Additionally, the social networking system may apply one or more diversity rules so that the selected groups have a variety of characteristics.

AI classification

Planning1.00
Machine learning0.99
Knowledge representation0.58
Evolutionary computation0.13
AI hardware0.07
Natural language0.00
Vision0.00
Speech0.00

Ownership

FACEBOOK, INC.

assignment · 355200466

Assignors

JU, LI, FERGUSON, DAVID, SUN, JUN, TAN, JIREH YIWEI, GREEN, BRADLEY RAY

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

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