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:
Jan. 09, 2024

Filed:

Aug. 11, 2017
Applicant:

Snap Inc., Santa Monica, CA (US);

Inventors:

Jia Li, Marina Del Rey, CA (US);

Jie Luo, Marina Del Rey, CA (US);

Ji Yang, Urbana, IL (US);

Lin Zhong, Marina Del Rey, CA (US);

Assignee:

Snap Inc., Santa Monica, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06Q 50/00 (2012.01); G06N 5/048 (2023.01);
U.S. Cl.
CPC ...
G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06Q 50/01 (2013.01); G05B 2219/40438 (2013.01); G05B 2219/40446 (2013.01); G06N 5/048 (2013.01);
Abstract

A social networking application provides for automated link and/or content recommendation to users of a social media platform by automated social graph refinement that augments a baseline social graph with predicted links and inferred labels by iteratively (a) propagating attribute labels through optimizing attribute label similarity between user nodes constrained by closeness of links between the users, and (b) predicting links between users through optimizing link closeness constrained by label similarity. Each label inference iteration is based on predicted labels generated in and immediately prior link prediction iteration, and each link prediction iteration is based on inferred labels generated in and immediately prior label inference iteration.


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