Systems and methods for updating a driving tip model using telematics data

  • US 9,607,450 B1
  • Filed: 09/21/2016
  • Issued: 03/28/2017
  • Est. Priority Date: 09/06/2013
  • Status: Active Grant
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First Claim
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1. A computer implemented method of improving vehicular safety, the method comprising:

  • receiving, via a network, a set of telematics data associated with a vehicle operated by a vehicle operator, the vehicle operator having a set of demographics, the set of telematics data received during operation of the vehicle;

    analyzing, by one or more processors, the set of telematics data to (i) identify a hazardous risk, and (ii) identify, from a driving tip model, a driving tip that is associated with the set of telematics data;

    detecting a triggering event associated with the vehicle;

    in response to detecting the triggering event, providing, by the one or more processors, the driving tip to the vehicle or to an account associated with the vehicle;

    immediately after providing the driving tip to the vehicle, receiving, via the network, a set of updated telematics data from the vehicle;

    determining, by the one or more processors, an effectiveness of the driving tip by examining the set of updated telematics data to determine a mitigation level corresponding to how effectively the vehicle operator mitigated the hazardous risk after receiving the driving tip;

    updating, by the one or more processors, the driving tip model to associate the effectiveness of the driving tip with the set of demographics of the vehicle operator, wherein the driving tip model further associates an additional effectiveness of the driving tip with a different set of demographics of an additional vehicle operator;

    determining, by the one or more processors, an overall effectiveness of the driving tip based on the effectiveness of the driving tip and the additional effectiveness of the driving tip; and

    updating, by the one or more processors, the driving tip model to reflect the overall effectiveness of the driving tip.

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