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. 11, 2021

Filed:

Oct. 19, 2017
Applicant:

Twitter, Inc., San Francisco, CA (US);

Inventors:

Deepak Rao, San Francisco, CA (US);

Argyrios Zymnis, San Francisco, CA (US);

Kelton Lynn, San Francisco, CA (US);

Michael Ducker, San Francisco, CA (US);

Sean Cook, San Francisco, CA (US);

Assignee:

Twitter, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); H04L 12/58 (2006.01); G06F 16/22 (2019.01); G06F 16/901 (2019.01); G06F 16/955 (2019.01); G06F 16/2457 (2019.01); G06Q 10/06 (2012.01); G06F 8/70 (2018.01); G06F 9/54 (2006.01);
U.S. Cl.
CPC ...
H04L 63/145 (2013.01); G06F 8/70 (2013.01); G06F 9/547 (2013.01); G06F 16/2228 (2019.01); G06F 16/24578 (2019.01); G06F 16/9024 (2019.01); G06F 16/9566 (2019.01); G06Q 10/06 (2013.01); H04L 51/12 (2013.01);
Abstract

Disclosed is a system for recommending content of a predefined category to an account holder, detecting spam applications, or account holders based on the account holder application graphs. The system receives information corresponding to applications executing on the client device of the account holders and generates an application graph for each account holder that includes a list of predefined application categories that are preferred by the account holder. For each predefined category, a list of account holders preferring content relevant to that category is predicted based on the set of generated application graphs. Some application graphs may be detected as spam application graphs by comparing the generated application graphs with a set of predefined spam application graphs. Alternatively, if the generated application graph does not match the predefined spam application graphs, they are compared to a set of application graphs from a database to find similar application graphs.


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