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:
Sep. 10, 2024

Filed:

Apr. 09, 2020
Applicant:

Allstate Insurance Company, Northbrook, IL (US);

Inventor:

Emad S. Isaac, Downers Grove, IL (US);

Assignee:

Allstate Insurance Company, Northbrook, IL (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); B60W 30/095 (2012.01); B60W 40/04 (2006.01); B60W 40/06 (2012.01); B60W 40/09 (2012.01); B60W 50/14 (2020.01); G06N 20/00 (2019.01); G07C 5/00 (2006.01); G07C 5/08 (2006.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); B60W 30/095 (2013.01); B60W 40/04 (2013.01); B60W 40/06 (2013.01); B60W 40/09 (2013.01); B60W 50/14 (2013.01); G06N 20/00 (2019.01); G07C 5/008 (2013.01); G07C 5/085 (2013.01); B60W 2552/00 (2020.02); B60W 2555/20 (2020.02);
Abstract

Methods, computer-readable media, software, and apparatuses may collect, in real-time and via an edge-computing device located in a vehicle, vehicle driving event data including data indicative of driving characteristics associated with an operation of the vehicle. The edge-computing device may analyze, based on a machine learning model, characteristics of the vehicle driving event data. The edge-computing device may, based on the machine learning model, determine at least one of: a driving behavior, a driver rating, occurrence of a collision, and vehicle diagnostics, and the information may be displayed via a graphical user interface to a user in the vehicle.


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