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:
Nov. 09, 2021
Filed:
Mar. 22, 2017
State Farm Mutual Automobile Insurance Company, Bloomington, IL (US);
Timothy Kramme, Parker, TX (US);
Elizabeth Flowers, Bloomington, IL (US);
Reena Batra, Alpharetta, GA (US);
Miriam Valero, Bloomington, IL (US);
Puneit Dua, Bloomington, IL (US);
Shanna L. Phillips, Bloomington, IL (US);
Russell Ruestman, Minonk, IL (US);
Bradley A. Craig, Normal, IL (US);
State Farm Mutual Automobile Insurance Company, Bloomington, IL (US);
Abstract
A method of automating a fraud classification process includes generating or updating fraud classification rules, at least by training a machine learning program using fraud classifications of a plurality of financial accounts and financial transaction data associated with those accounts. The method also includes retrieving first financial transaction data associated with a first financial account, and selecting, by applying the fraud classification rules to the first financial transaction data, a first fraud classification. The first fraud classification may be selected from among a plurality of predetermined fraud classifications. The method also includes causing an indication of the first fraud classification to be displayed to one or more people via one or more respective computing device user interfaces, the indication further specifying at least the first financial account.