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:
Jul. 25, 2023

Filed:

Jun. 05, 2020
Applicant:

At&t Intellectual Property I, L.p., Atlanta, GA (US);

Inventors:

Edmond J. Abrahamian, Richmond Heights, MO (US);

Ana Armenta, San Jose, CA (US);

James Pratt, Round Rock, TX (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06Q 20/40 (2012.01); G06N 20/00 (2019.01); G06F 18/214 (2023.01); G06F 18/243 (2023.01); G06Q 40/03 (2023.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 18/214 (2023.01); G06F 18/24323 (2023.01); G06N 20/00 (2019.01); G06Q 20/4016 (2013.01); G06Q 40/03 (2023.01);
Abstract

A processing system may obtain a customer identifier at a first retail location of a telecommunication network service provider, determine a recency factor of the identifier, obtain an identification of items of interest to the customer, and determine whether the customer has visited a second retail location of the provider within a time period prior to the customer being at the first retail location. The processing system may then apply, to a fraud detection machine learning model, a plurality of factors comprising: a quantity of items of interest, a value of the items, a factor associated with whether the customer has visited the second retail location within the time period, and the recency factor, where the fraud detection machine learning model outputs a fraud indicator value, determine that the fraud indicator value meets a warning threshold and present a warning to a device at the first retail location.


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