Systems and methods for determining vehicle vocation are provided. The method involves operating at least one processor to: retrieve telematics data associated with a vehicle, the telematics data originating from a telematics device installed in the vehicle; process the telematics data to extract a plurality of feature datasets, the plurality of feature datasets including: a first dataset associated with distances traveled by the vehicle; a second dataset associated with stops completed by the vehicle; and a third dataset associated with round trips performed by the vehicle; apply a plurality of trained cluster models to the plurality of feature datasets to determine a plurality of vocation probabilities; and determine the vocation of the vehicle based on the plurality of vocation probabilities.
SYSTEMS AND METHODS FOR DETERMINING VEHICLE VOCATIONS
SYSTEME UND VERFAHREN ZUR BESTIMMUNG VON FAHRZEUGRUFEN
SYSTÈMES ET PROCÉDÉS DE DÉTERMINATION DE VOCATIONS DE VÉHICULES
2024-05-08
Patent
Elektronische Ressource
Englisch
IPC: | G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte / 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 |
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