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. 26, 2021

Filed:

Jan. 19, 2017
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Paulo Rodrigo Cavalin, Rio de Janeiro, BR;

Maira Gatti de Bayser, Rio de Janeiro, BR;

Alexandre Rademaker, Rio de Janeiro, BR;

Cicero Nogueira Dos Santos, White Plains, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); H04L 29/08 (2006.01); G06Q 30/02 (2012.01); G06Q 50/00 (2012.01); G06Q 10/10 (2012.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06Q 10/10 (2013.01); G06Q 30/02 (2013.01); G06Q 50/01 (2013.01); H04L 67/22 (2013.01); H04L 67/306 (2013.01);
Abstract

A computer-implemented method includes extracting a plurality of topics from a plurality of unlabeled social media posts, mapping the plurality of topics to a plurality of frequencies, each frequency in the plurality of frequencies indicating how often a corresponding topic in the plurality of topics occurs in the plurality of unlabeled social media posts, and predicting, based in part on the plurality of frequencies, a future social media posting behavior of a specific social media user, wherein the future social media posting behavior includes a specific topic about which the specific social media user is likely to post at a time in the future and a frequency with which the specific topic is likely to occur in posts of the specific social media user that are created at the time in the future.


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