Techniques are disclosed to determine driver scoring that consider road accident proneness scores in driver score computations. The road accident proneness scores may be based on one or more alerts. Further, road types of roads may be determined based on alerts. The determination of the road type may use a machine learning model. In contrast to the conventional approaches, the use of road accident proneness scores in the computation of driver scores allows for the consideration of accident proneness of the road to improve upon conventional scoring techniques. Further, map data and generated maps may be improved based on determined road types.


    Access

    Download


    Export, share and cite



    Title :

    DRIVER SCORING SYSTEM AND METHOD WITH ACCIDENT PRONENESS FILTERING USING ALERT CLUSTERING AND SAFETY-WARNING BASED ROAD CLASSIFICATION


    Contributors:

    Publication date :

    2022-01-13


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung



    Accident proneness

    Cameron, Colin | Elsevier | 1973


    Accident proneness

    Smith, C.D. | Engineering Index Backfile | 1929


    Accident Alert System for Driver Using Face Recognition

    Kailasam, S. / Karthiga, M. / Priyadarshini, R.M. et al. | IEEE | 2019


    Accident Proneness: A Research Review

    M. D. Rodgers / R. E. Blanchard | NTIS | 1993