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. 29, 2019
Filed:
Nov. 14, 2016
Applicant:
Electronic Arts Inc., Redwood City, CA (US);
Inventors:
Assignee:
Electronic Arts Inc., Redwood City, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G08B 23/00 (2006.01); G06F 12/16 (2006.01); G06F 12/14 (2006.01); G06F 11/00 (2006.01); G06Q 20/40 (2012.01); G06Q 30/00 (2012.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06N 20/00 (2019.01); G06Q 30/0185 (2013.01);
Abstract
Heterogeneous information networks can be used to detect whether a new transaction is fraudulent. Metapaths are determined based on the heterogeneous information. The transactions can be downsized. For each metapath, training transaction data and test transaction data be used to compute a feature vector 'z.' A fraud detection system can use the features to generate a fraud detection model. The fraud detection model can be iteratively refined using machine learning. The fraud detection models can then be applied to new transactions to determine a risk score of the new transaction.