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US Patent 10558714 Topic ranking of content items for topic-based content feeds

Patent 10558714 was granted and assigned to Facebook on February, 2020 by the United States Patent and Trademark Office.

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Patent
Patent

Patent attributes

Patent Applicant
Facebook
Facebook
Current Assignee
Facebook
Facebook
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10558714
Date of Patent
February 11, 2020
Patent Application Number
15393150
Date Filed
December 28, 2016
Patent Citations Received
‌
US Patent 11475084 Machine learning driven dynamic notification content
Patent Primary Examiner
‌
Shahid A Alam
Patent abstract

An online system ranks topic-groups for users and presents content items in topic-based feeds. A topic group corresponds to one or more topic(s) and can be used to generate a feed for presenting the content items related to the topic(s). For a particular user, the topic groups are ranked according to the likelihood of the user interacting with content items included in the topic groups. The topic groups are ranked using information of the users and/or users' historical interaction data such as click-based interaction data, post-based interaction data, or engagement-based interaction data. The online system generates and provides a user interface for presenting the topic groups to the client device. Content items that are related to the topic(s) corresponding to the topic group are presented in each topic-based feed such that the user can switch between different topic-based feeds.

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