This study inferred the route-search system user travel profiles and purpose based on the relationship between the travel details in the route-search history data and the regional characteristics around bus stops along the routes of interest. Specifically, the search-history data of “Bus-Net,” a route-search system in Japan were used to define the travel demand. The route’s regional characteristics were expressed using the population and facility-location data. Subsequently, it was possible to construct a regression model with an adaptive Lasso penalty and demonstrate that residents and tourists use route-search systems for “non-routine” travel purposes, such as shopping and tourism.


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    Titel :

    Trip Purpose Inference Based on the Relationship between Route Search Records and Regional Characteristics


    Weitere Titelangaben:

    Int. J. ITS Res.


    Beteiligte:
    Hosoe, Mio (Autor:in) / Kuwano, Masashi (Autor:in) / Moriyama, Taku (Autor:in)


    Erscheinungsdatum :

    2022-04-01


    Format / Umfang :

    10 pages




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




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