Sponsored Stories and News Stories within a Newsfeed of a Social Networking System

Patent №

US 10,068,258

Granted

2018-09-04

Filed 2012

Owner

Lab

AI components

5

ml · nlp · kr · planning · evo

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

13447102

A social networking system generates socially-relevant stories for a user based on actions taken by other users to whom the user is connected. The social networking system may receive a request for a sponsored story for a viewing user and may select information about one or more actions performed by one or more users to whom the viewing user is connected to identify one of a plurality of candidate information for a sponsored story based on one or more criteria (e.g., affinity of the viewing user for the candidates, expected value for the candidates, etc.). The social networking system may also generate the sponsored story and generate a feed comprising the sponsored story and news stories (e.g., non-sponsored stories) about one or more users of the social networking system with whom the viewing user is connected. This feed may be provided for display to the viewing user.

Machine learningNatural languageKnowledge representationPlanningEvolutionary computationG06Q 30/0269G06Q 30/02G06Q 30/0215G06Q 30/0254G06Q 30/0255G06Q 30/0275H04L 12/1859H04W 4/20+6 more

AI classification

Natural language1.00
Knowledge representation1.00
Planning0.98
Machine learning0.80
Evolutionary computation0.54
Speech0.08
Vision0.02
AI hardware0.01
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