RISK EVALUATION BASED ON VEHICLE OPERATOR BEHAVIOR

Patent №

US 10,089,692

Granted

2018-10-02

Filed 2015

Owner

STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Lab

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14592277

A method comprises retrieving data about vehicle operator behavior via a computer network and clustering the data about vehicle operator behavior into a plurality of groups of data, each of the plurality of groups of data representing a type of movement of the vehicle operator. The method further includes determining a numerical level of risk corresponding to each of the plurality of groups of data by executing a learning routine and generating a communication to be transmitted to user of a remote computing device. The communication is based on the one or more of the numerical levels of risk or the types of movements corresponding to the plurality of groups of data.

AI classification

AI hardware1.00
Knowledge representation0.94
Machine learning0.89
Vision0.36
Evolutionary computation0.17
Natural language0.03
Speech0.01
Planning0.00

Ownership

STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

assignment · 363390197

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