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.
Patent No.:
Date of Patent:
Oct. 15, 2024
Filed:
Mar. 16, 2022
Applicant:
Sony Interactive Entertainment Inc., Tokyo, JP;
Inventors:
Arthur Salazar, San Mateo, CA (US);
Xiaohan Zhang, San Mateo, CA (US);
Assignee:
Sony Interactive Entertainment Inc., Tokyo, JP;
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
A63F 13/75 (2014.01); A63F 13/87 (2014.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
A63F 13/75 (2014.09); A63F 13/87 (2014.09); G06N 20/20 (2019.01);
Abstract
A machine learning (ML) model is used to identify spam messages and spammers in computer game settings based on learned gamer behavior. Message text may also be used. An evaluator module receives the score(s) from the ML model(s) indicating whether a particular message is spam and when the score(s) satisfy a threshold, passes the message to a punishment module to determine whether the warn, suspend, or ban the sending account.