With the emergence of new information and communication technology, mobile‐based ridesharing services have received more attention and have improved. They offer timely and convenient service and exert an enormous influence on pollution and congestion by allowing passengers to share overlapping routes. However, ridesharing services have also been discussed and called into question by people with respect to their attractiveness, their comfort, and passenger safety. This paper proposes a ridesharing algorithm with a perceived mechanism by introducing multiple dimensions of perceived value to overall assess passengers’ perceptions. The approach involved can continuously track the psychological changes in passengers during travel, capture the dynamic and comprehensive perceptions of passengers, and make real‐time adjustments on this basis. Furthermore, the proposed partition‐based parallel strategy can ensure high‐quality services and further enhance computational efficiency. Finally, numerical experiments are conducted based on the urban transportation network and the actual trip data from Manhattan to evaluate the performance of the proposed algorithm. The results show that it is important to effectively capture the passengers’ perception of ridesharing services and apply them to optimization mechanisms, which will contribute to improving the perception of ride experiences and attracting potential passengers.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Passenger‐perception dynamic ridesharing service based on parallel technology


    Beteiligte:
    Xue, Shouqiang (Autor:in) / Song, Rui (Autor:in) / He, Shiwei (Autor:in) / Li, Guangye (Autor:in) / Chi, Jushang (Autor:in)

    Erschienen in:

    Erscheinungsdatum :

    01.09.2023


    Format / Umfang :

    20 pages




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Passenger‐perception dynamic ridesharing service based on parallel technology

    Shouqiang Xue / Rui Song / Shiwei He et al. | DOAJ | 2023

    Freier Zugriff

    Optimization of Dynamic Ridesharing Systems

    Di Febbraro, A | Online Contents | 2013


    Markets for Dynamic Ridesharing?

    Deakin, Elizabeth / Frick, Karen Trapenberg / Shively, Kevin M. | Transportation Research Record | 2010


    En-route transfer-based dynamic ridesharing

    Maiti, Santa / Azevedo, Carlos M. Lima / Antoniou, Constantinos | Elsevier | 2024

    Freier Zugriff

    Dynamic ridesharing with intermediate locations

    Aissat, Kamel / Oulamara, Ammar | IEEE | 2014