The processor retrieves data associated with a set of driving sessions and generates a training data set by: marking a first subset of the data corresponding to the driving sessions, the driving sessions containing a first event; and marking a second subset of the data corresponding to a driving session, the driving session including an indication of airbag activation. The processor then trains an artificial intelligence model using the training data set such that the trained artificial intelligence model predicts a score indicative of a likelihood that a new driving session associated with a new driver is associated with at least the first event or airbag activation. Once trained, the processor may use data retrieved after each driving session to increase the score. If the driver's action increases/decreases its score, the processor may also notify the driver and provide a root cause.

    处理器检索与驾驶会话集合相关联的数据,并且通过以下生成训练数据集:标记对应于驾驶会话的数据的第一子集,所述驾驶会话包含第一事件;以及标记所述对应于驾驶会话的数据的第二子集,所述驾驶会话包含安全气囊激活的指示。所述处理器然后使用所述训练数据集训练人工智能模型,使得经训练的人工智能模型预测指示与新驾驶员相关联的新驾驶会话至少与所述第一事件或安全气囊激活相关联的可能性的评分。一旦经训练,所述处理器就可以使用在每个驾驶会话后检索到的数据来增加所述评分。如果所述驾驶员的动作使其评分增加/减少,那么所述处理器还可以通知所述驾驶员并提供根本原因。


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    Title :

    Machine learning model for predicting driving events


    Additional title:

    用于预测驾驶事件的机器学习模型


    Contributors:

    Publication date :

    2024-05-31


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / 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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