Enhancing Individual Mobility: A Multistage Personalization Approach for Itinerary Planning in Multimodal Networks

Alexandra Wins, Christoph Becker, Sascha Alpers, Lukas Kneis, Andreas Oberweis

2024

Abstract

Individual mobility is an essential element of a prosperous society. Multimodal transportation can offer greater time, cost, and environmental efficiency than relying on a single mode of transport. Personalized itinerary planning is crucial to enhance the appeal of multimodal transport. Our proposed approach for recommending personalized itineraries tailors them by integrating diverse mobility preferences, routing services, and calibrating parameters of these services to provide individualized options. We optimize itineraries within the existing routing services and available data. The aim of this approach is to enhance travel experiences, making them more efficient, cost-effective, and aligned with each traveler’s unique needs and preferences. The approach was evaluated in a mid-sized German city by analyzing real-world mobility preferences, available routing services, and mobility providers. Personalization criteria relevant to the evaluation area were selected. A simulation was conducted, which demonstrated a 10.48% increase in travel utility when compared to the shortest path itinerary recommendation.

Paper Citation

in Harvard Style

Wins A., Becker C., Alpers S., Kneis L. and Oberweis A. (2024). Enhancing Individual Mobility: A Multistage Personalization Approach for Itinerary Planning in Multimodal Networks. In Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS; ISBN 978-989-758-703-0, SciTePress, pages 319-326. DOI: 10.5220/0012637500003702

in Bibtex Style

@conference{vehits24,
author={Alexandra Wins and Christoph Becker and Sascha Alpers and Lukas Kneis and Andreas Oberweis},
title={Enhancing Individual Mobility: A Multistage Personalization Approach for Itinerary Planning in Multimodal Networks},
booktitle={Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS},
year={2024},
pages={319-326},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012637500003702},
isbn={978-989-758-703-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS
TI - Enhancing Individual Mobility: A Multistage Personalization Approach for Itinerary Planning in Multimodal Networks
SN - 978-989-758-703-0
AU - Wins A.
AU - Becker C.
AU - Alpers S.
AU - Kneis L.
AU - Oberweis A.
PY - 2024
SP - 319
EP - 326
DO - 10.5220/0012637500003702
PB - SciTePress