A Hybrid Knowledge-based Recommender for Mobility-as-a-Service

Konstantina Arnaoutaki, Babis Magoutas, Efthimios Bothos, Gregoris Mentzas

Abstract

Mobility as a Service (MaaS) is the integration of various forms of transport services into a single “mobility plan”, that can be considered as a bundled set of distinct services/products, bought and used as a single product. The concept of MaaS is gaining an increasingly high interest however, there are still many challenges that have to be dealt with when designing and offering viable MaaS products, including the suggestion of the optimal MaaS plan that matches a user’s personal needs. In this paper, we propose a knowledge based recommender system that builds upon constraint programming mechanisms and provides the necessary functions to capture user preferences, exclude MaaS plans which do not match those preferences and infer the similarity of the remaining plans to the user’s profile. The final outcome is a filtered and ranked list of MaaS plans which allows the user to select the one that better matches her/his preferences.

Download


Paper Citation


in Harvard Style

Arnaoutaki K., Magoutas B., Bothos E. and Mentzas G. (2019). A Hybrid Knowledge-based Recommender for Mobility-as-a-Service.In Proceedings of the 16th International Joint Conference on e-Business and Telecommunications - Volume 1: ICE-B, ISBN 978-989-758-378-0, pages 95-103. DOI: 10.5220/0007921400950103


in Bibtex Style

@conference{ice-b19,
author={Konstantina Arnaoutaki and Babis Magoutas and Efthimios Bothos and Gregoris Mentzas},
title={A Hybrid Knowledge-based Recommender for Mobility-as-a-Service},
booktitle={Proceedings of the 16th International Joint Conference on e-Business and Telecommunications - Volume 1: ICE-B,},
year={2019},
pages={95-103},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007921400950103},
isbn={978-989-758-378-0},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 16th International Joint Conference on e-Business and Telecommunications - Volume 1: ICE-B,
TI - A Hybrid Knowledge-based Recommender for Mobility-as-a-Service
SN - 978-989-758-378-0
AU - Arnaoutaki K.
AU - Magoutas B.
AU - Bothos E.
AU - Mentzas G.
PY - 2019
SP - 95
EP - 103
DO - 10.5220/0007921400950103