To provide a demand forecast device, etc., for passenger vehicles with which it is possible to perform highly accurate demand forecast for efficiently allocating vehicles while observing predetermined departure and arrival times.SOLUTION: A demand forecast device for passenger vehicles of an embodiment includes a reservation prediction count acquisition unit. The reservation prediction count acquisition unit acquires, for each of prescribed periods, reservation prediction counts equivalent to reservation counts that may hold true in the future as boarding and alighting reservations for passenger vehicles in a plurality of prescribed areas, using a model with a neural network having been machine learned using, as input data, reservation data that indicates a reservation state when a reservation for a passenger vehicle is confirmed, movement data that indicates an area where an end user actually boarded and alighted on the day of operation of the passenger vehicle, and cause-of-boarding and alighting data that includes data that may be the cause of boarding and alighting of the end user on the day of operation of the passenger vehicle.SELECTED DRAWING: Figure 1

    【課題】予め決められた発着時刻を守りつつ乗合車両を効率的に配車するための高精度な需要予測を行うことが可能な乗合車両用需要予測装置等を提供する。【解決手段】実施形態の乗合車両用需要予測装置は、予約予測回数取得部を有する。予約予測回数取得部は、乗合車両の予約が成立した際の予約状況を示す予約データと、記乗合車両の運行当日にエンドユーザが実際に乗降したエリアを示す移動データと、乗合車両の運行当日におけるエンドユーザの乗降の発生要因になり得るデータを含む乗降要因データと、を入力データとして機械学習させたニューラルネットワークを有するモデルを用い、所定の複数のエリアにおける乗合車両の乗降予約として将来成立し得る予約回数に相当する予約予測回数を所定の期間毎に取得する。【選択図】図1


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    Titel :

    DEMAND FORECAST DEVICE FOR PASSENGER VEHICLES, DEMAND FORECAST METHOD FOR PASSENGER VEHICLES, AND PROGRAM


    Weitere Titelangaben:

    乗合車両用需要予測装置、乗合車両用需要予測方法及びプログラム


    Beteiligte:
    IRIMOTO YUJI (Autor:in) / UEDA HIROKI (Autor:in) / ITAKURA HIROYUKI (Autor:in) / ITO HIDEMASA (Autor:in) / KASHIMOTO SHINICHI (Autor:in)

    Erscheinungsdatum :

    2020-02-27


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Japanisch


    Klassifikation :

    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




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