This paper investigates various aspects related to profitability of a bus trip based on data recorded at the bus depot. The collected data has not been analyzed thoroughly enough but it is collected for regular operations related purposes only. The data used for this study is part of bus trip data maintained at MSRTC's Thane 2 Depot for the period of 3 months between January 2021 and March 2021. The data collected over the period is moderately big in size but it has a higher number of dimensions. The data can help to give insights about many factors that affect revenue generation for a bus trip like passenger behavior, some specifications about route, specifications related to the fleet of buses used etc. on a broader view. The work presented in this paper provides details about formulation of the model and demonstration of its capability to predict the route profitability for unseen data of new routes with the help of available data.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Route Profitability Prediction for Public Bus Transportation System


    Beteiligte:


    Erscheinungsdatum :

    02.12.2022


    Format / Umfang :

    164667 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Route and Network Profitability

    Sluga, D. / International Federation of Operational Research Societies | British Library Conference Proceedings | 2000


    Real-Time Route Planning of the Public Transportation System

    Zidi, S. / Maouche, S. / Hammadi, S. | IEEE | 2006


    Real-time route guidance system using public transportation information

    CHOI WON SEOK | Europäisches Patentamt | 2018

    Freier Zugriff

    Simple models for a single route public transportation system.

    Cozzi, Claudio | DSpace@MIT | 1978

    Freier Zugriff

    RECOMMENDED ROUTE GUIEDANCE SYSTEM USING PUBLIC TRANSPORTATION AND SHARED MOBILITY

    SHIM SUNG BO | Europäisches Patentamt | 2021

    Freier Zugriff