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:
Mar. 29, 2022

Filed:

Sep. 10, 2019
Applicant:

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

Inventors:

Komminist Weldemariam, Ottawa, CA;

Oliver Bent, Oxford, GB;

Michael S. Gordon, Yorktown Heights, NY (US);

James R. Kozloski, New Fairfield, CT (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
B60W 40/06 (2012.01); G01C 21/36 (2006.01); G06N 20/00 (2019.01); G07C 5/08 (2006.01); G07C 5/00 (2006.01); G06N 20/20 (2019.01); G06Q 30/02 (2012.01);
U.S. Cl.
CPC ...
B60W 40/06 (2013.01); G01C 21/3679 (2013.01); G06N 20/20 (2019.01); G06Q 30/0282 (2013.01); G07C 5/008 (2013.01); G07C 5/0808 (2013.01);
Abstract

A method and system for predicting vehicle wash services for a human-driven or self-driven vehicle. The method determines anticipated routes of travel for the vehicle based on context of a user associated with the vehicle, implements machine learning neural network models for predicting the road conditions in the anticipated routes of travel, and, then, auto-suggests one or more candidate car wash locations and associated Time of Days (to wash the car) while optimizing a user value.


Find Patent Forward Citations

Loading…