The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 06, 2023

Filed:

Sep. 27, 2017
Applicant:

Meta Platforms, Inc., Menlo Park, CA (US);

Inventors:

Alan Si, San Francisco, CA (US);

Jialu Zhu, Mountain View, CA (US);

Sourav Chatterji, Fremont, CA (US);

Brian Dolhansky, Seattle, WA (US);

Assignee:

Meta Platforms, Inc., Menlo Park, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 50/00 (2012.01); G06N 5/04 (2023.01); G06Q 30/0204 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 50/01 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06Q 30/0204 (2013.01);
Abstract

Systems, methods, and non-transitory computer-readable media can identify a set of accounts, each account of the set of accounts having a number of followers. The set of accounts are grouped into a plurality of groups based on number of followers, wherein each group is associated with a value score. A machine learning model is trained using a set of training data comprising account recommendation conversion information, wherein the account recommendation conversion information comprises a plurality of successful account recommendations, and each successful account recommendation is assigned a weight based on the value scores associated with the plurality of groups. One or more accounts of the set of accounts are selected to present as account recommendations based on the machine learning model.


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