Route Risk Mitigation

Patent №

US 9,020,751

Granted

2015-04-28

Filed 2013

Owner

ALLSTATE INSURANCE COMPANY

Lab

AI components

4

ml · vision · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14100754

A method is disclosed for mitigating the risks associated with driving by assigning risk values to road segments and using those risk values to select less risky travel routes. Various approaches to helping users mitigate risk are presented. A computing device is configured to generate a database of risk values. That device may receive accident information, geographic information, vehicle information, and other information from one or more data sources and calculate a risk value for the associated road segment. Subsequently, the computing device may provide the associated risk value to other devices. Furthermore, a personal navigation device may receive travel route information and use that information to retrieve risk values for the road segments in the travel route. An insurance company may use this information to determine whether to adjust a quote or premium of an insurance policy. This and other aspects relating to using geographically encoded information to promote and reward risk mitigation are disclosed.

Machine learningVisionKnowledge representationPlanningG06Q 40/08G01C 21/26G01C 21/3407G01C 21/3415G01C 21/3461G06Q 10/0635G06Q 30/0207G08G 1/096816+6 more

AI classification

Planning1.00
Knowledge representation0.99
Machine learning0.81
Vision0.79
Evolutionary computation0.04
Natural language0.01
AI hardware0.00
Speech0.00

Ownership

ALLSTATE INSURANCE COMPANY

assignment · 344640739

Assignors

BOGOVICH, JASON BRIAN, JORDAN, JULIE A

On an employer assignment, the assignors are typically the inventors.

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