METHODS AND SYSTEMS FOR UTILIZING ACTIVITY DATA WITH CLUSTERED EVENTS

Patent №

US 8,949,239

Granted

2015-02-03

Filed 2011

Owner

LINKEDIN CORPORATION

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13010663

The present disclosure relates to methods and systems for clustering individual items of web content, and then utilizing activity and profile data to both select clusters of content items for presentation to a user, and determining how the selected clusters of content items are presented to the user of an online social network service. With some embodiments, the activity data are derived by monitoring and detection interactions with the individual items of web content by an individual user, or other users with whom the individual user is related, as established via, and defined by, the social network service.

AI classification

Planning0.99
Knowledge representation0.99
Natural language0.99
Machine learning0.86
AI hardware0.43
Evolutionary computation0.01
Speech0.00
Vision0.00

Ownership

LINKEDIN CORPORATION

assignment · 261010740

Assignors

RUFFNER, JENNIFER GRANITO, SMITH, EISHAY, BETZ, JOSEPH PAUL, MCCARTHY, IAN

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

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