To provide a vehicle accident prediction system, a vehicle accident prediction method, a vehicle accident prediction program, and a trained model generation system, which are capable of appropriately predicting an accident.SOLUTION: A vehicle accident prediction system, a vehicle accident prediction method, a vehicle accident prediction program, and a trained model generation system, acquire a learning data set D3 consisting of feature amount group data D1 and accident data D2 related to an accident of a vehicle, the feature amount group data including a first feature amount D11 representing an attribute of a driver of the vehicle, a second feature amount D12 representing the state of the vehicle, and a third feature amount D13 combining a plurality of second feature amounts D12; use the acquired plurality of learning data sets D3 to generate a trained model M for predicting the accident of the vehicle from the feature amount group data D1 by learning; and input the feature amount group data D1 to be predicted and use the generated trained model M so as to predict the vehicle accident from the input feature amount group data D1.SELECTED DRAWING: Figure 2

    【課題】適正に事故予測を行うことができる車両事故予測システム、車両事故予測方法、車両事故予測プログラム、及び、学習済みモデル生成システムを提供することを目的とする。【解決手段】車両事故予測システム、車両事故予測方法、車両事故予測プログラム、及び、学習済みモデル生成システムは、車両のドライバの属性を表す第1特徴量D11、車両の状態を表す第2特徴量D12、及び、複数の第2特徴量D12を組み合わせた第3特徴量D13を含む特徴量群データD1と車両の事故に関する事故データD2とからなる学習用データセットD3を取得し、取得された複数の学習用データセットD3を用いて、特徴量群データD1から車両の事故を予測する学習済みモデルMを学習により生成し、予測対象となる特徴量群データD1を入力し、生成された学習済みモデルMを用いて、入力された特徴量群データD1から車両の事故を予測する。【選択図】図2


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    Titel :

    VEHICLE ACCIDENT PREDICTION SYSTEM, VEHICLE ACCIDENT PREDICTION METHOD, VEHICLE ACCIDENT PREDICTION PROGRAM, AND TRAINED MODEL GENERATION SYSTEM


    Weitere Titelangaben:

    車両事故予測システム、車両事故予測方法、車両事故予測プログラム、及び、学習済みモデル生成システム


    Beteiligte:
    UTSUGI TAKUMI (Autor:in) / ZUSHI HIDEYUKI (Autor:in) / SHIMATANI HAJIME (Autor:in) / MUKAIDA YUKINOBU (Autor:in) / TANAKA JUNJI (Autor:in) / HAGIYA KENICHI (Autor:in) / MATSUI YUTAKA (Autor:in) / NAKAHATA RYOSUKE (Autor:in) / TAKAHASHI NAOYA (Autor:in) / KUBOTA MAKI (Autor:in)

    Erscheinungsdatum :

    10.02.2022


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Japanisch


    Klassifikation :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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