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:
Oct. 25, 2022

Filed:

Sep. 13, 2020
Applicant:

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

Inventors:

Austin Dorenkamp, Rochester, MN (US);

Alexandra Lynn Dorenkamp, Rochester, MN (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/00 (2012.01); G06Q 10/10 (2012.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 30/0185 (2013.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01); G06Q 10/10 (2013.01); G06Q 30/012 (2013.01); G06Q 30/016 (2013.01);
Abstract

In an approach for detecting customer usage of a device and validating a customer claim about the device, a processor receives a statement from a user describing usage of a device. A processor identifies correlating events of the usage of the device via applying natural language processing techniques to the statement. A processor analyzes sensor data from the device via applying a learning model, the learning model being pre-trained to associate the sensor data with physical events. A processor provides a credibility score to the statement based on the analysis of the sensor data and the correlating events exacted from the statement.


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