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:
Jan. 26, 2021

Filed:

Sep. 01, 2017
Applicant:

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

Inventors:

Henry C. Will, IV, Dover, NJ (US);

John A. Gunnels, Somers, NY (US);

Ramya Raghavendra, White Plains, NY (US);

Catherine H. Crawford, Carmel, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05D 1/02 (2020.01); G05D 1/00 (2006.01); G08G 1/16 (2006.01); G06N 5/02 (2006.01); B60W 40/02 (2006.01); G08G 1/01 (2006.01); G08G 1/00 (2006.01); G06Q 50/30 (2012.01);
U.S. Cl.
CPC ...
G05D 1/0214 (2013.01); B60W 40/02 (2013.01); G05D 1/0088 (2013.01); G05D 1/0276 (2013.01); G06N 5/025 (2013.01); G06Q 50/30 (2013.01); G08G 1/0112 (2013.01); G08G 1/0129 (2013.01); G08G 1/166 (2013.01); G08G 1/205 (2013.01); G05D 2201/0213 (2013.01);
Abstract

A first feature set for an accident is identified, based on one or more historical accident reports. The accident is geolocated to obtain road data for a location of the accident. Weather data for the accident is obtained, based on the accident location. Hidden data for the accident is obtained, based on the accident location and the time of the accident. The first feature set is combined with the road data, weather data, and hidden data to produce a complete feature set for the accident. A model feature set is generated, based on a combination of the complete feature set and a plurality of other complete feature sets produced based on historical accident reports for a plurality of other accidents.


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