SYSTEMS AND METHODS FOR UPDATING A DRIVING TIP MODEL USING TELEMATICS DATA

Patent №

US 8,935,036

Granted

2015-01-13

Filed 2013

Owner

STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Lab

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14019972

Methods and systems for improving vehicular safety by utilizing a driving tip model are provided. According to embodiments, an analysis server can analyze telematics data associated with operation of one or more vehicles to identify driving tips that may be aimed to mitigate certain risks or warn of various conditions. The analysis server can provide the driving tips to the vehicles and, in response, receive updated telematics data from the vehicles that reflects operation data for the vehicles subsequent to receiving the driving tips. The analysis server can analyze the updated telematics data to associate certain driving tips with certain telematics data and identify effective driving tips and delivery techniques. The analysis server can update the driving tip model accordingly.

Knowledge representationPlanningAI hardwareG07C 5/008B60W 10/00G06Q 40/08G07C 5/02G07C 5/08G07C 5/0841G08G 1/0112G08G 1/0129+11 more

AI classification

Planning1.00
AI hardware1.00
Knowledge representation0.85
Evolutionary computation0.22
Vision0.08
Natural language0.00
Machine learning0.00
Speech0.00

Ownership

STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

assignment · 311650728

Assignors

CHRISTENSEN, SCOTT, DOSHER, DAVID J., PENG, JUFENG, HAYWARD, GREGORY, MESSNER, WILLIAM

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

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