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:
Apr. 07, 2020

Filed:

Sep. 14, 2016
Applicant:

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

Inventors:

Alon Michael Shalita, Menlo Park, CA (US);

Sergey Pupyrev, Menlo Park, CA (US);

Igor Kabiljo, Palo Alto, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 29/08 (2006.01); G06F 16/9032 (2019.01); G06F 16/901 (2019.01); G06F 16/33 (2019.01); G06F 16/435 (2019.01); G06F 16/35 (2019.01); G06F 16/338 (2019.01); G06F 16/335 (2019.01); G06F 16/28 (2019.01); G06F 16/248 (2019.01); G06N 20/00 (2019.01); G06N 5/02 (2006.01); G06Q 50/00 (2012.01);
U.S. Cl.
CPC ...
H04L 67/22 (2013.01); G06F 16/248 (2019.01); G06F 16/285 (2019.01); G06F 16/335 (2019.01); G06F 16/337 (2019.01); G06F 16/338 (2019.01); G06F 16/3346 (2019.01); G06F 16/358 (2019.01); G06F 16/437 (2019.01); G06F 16/9024 (2019.01); G06F 16/90324 (2019.01); G06N 5/022 (2013.01); G06N 20/00 (2019.01); G06Q 50/01 (2013.01); H04L 67/1085 (2013.01); H04L 67/1093 (2013.01); H04L 67/306 (2013.01);
Abstract

The disclosure is directed to determining a social signature of a user of an application, e.g., a social networking application. The social signature can be a representation of social properties of a person, and can be determined based on various factors, e.g., user profile of the user and friends of the user. The social signature can be used for various applications, e.g., determining socially similarity of a user pair and determining if a user is a spammer. The social signature is determined as a vector of k buckets in which each of the k buckets indicates a count of friends of the user assigned to the corresponding bucket. A social similarity of a user pair is determined as a function of the social signatures of the user pair. A user is determined as likely to be a spammer if the social signature of the user is of a specified pattern.


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