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:
May. 18, 2021

Filed:

Apr. 30, 2018
Applicant:

Facebook, Inc., Menlo Park, CA (US);

Inventors:

Fuchun Peng, Cupertino, CA (US);

Kun Han, Sunnyvale, CA (US);

Wenhai Yang, Redwood City, CA (US);

Cheng Zhang, Saratoga, CA (US);

Vivek Narayanan, Mountain View, CA (US);

Emmanouil Koukoumidis, Kirkland, CA (US);

Assignee:

Facebook, Inc., Menlo Park, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/24 (2019.01); G06F 16/9535 (2019.01); G06N 20/00 (2019.01); G06F 16/248 (2019.01); G06F 16/2457 (2019.01); H04L 29/08 (2006.01);
U.S. Cl.
CPC ...
G06F 16/9535 (2019.01); G06F 16/248 (2019.01); G06F 16/24578 (2019.01); G06N 20/00 (2019.01); H04L 67/10 (2013.01); H04L 67/20 (2013.01);
Abstract

In one embodiment, a method includes receiving an indication of a trigger action by a first user, wherein the trigger action is associated with a priming content object, identifying one or more related content objects associated with the priming content object, generating a first feature vector representing the priming content object, the one or more related content objects, and profile information of the first user, accessing a plurality of second feature vectors representing a plurality of recommended content objects, respectively, selecting one or more of the recommended content objects based on comparisons between the first feature vector and the respective second feature vectors representing the recommended content objects, and sending, to a client system in response to the trigger action, instructions for presenting one or more content suggestions to the first user, wherein each content suggestion comprises one of the selected recommended content objects.


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