In the last decades, individual urban traffic flows have increased all over the world with a consequent growth of road congestion and environmental pollution. In this context, car-pooling is an interesting car-based alternative to satisfy the individual mobility demand by optimizing the car loading factor with respect to the number of passengers, provided that all the participants share trip origin and destination in the same time slot. To make the system more appealing, this paper proposes an on-demand car-pooling service adopting variable fares, on the basis of trip length and number of participants. Multi-agent, reputation and recommender system technologies in synergy with a routing algorithm have been used to this aim. Experiments on simulated data proved the potentiality of the proposed approach.

Postorino, M., Sarne, G. (2020). A reputation-based framework to support dynamic car-pooling. INTELLIGENZA ARTIFICIALE, 14(1), 63-76 [10.3233/IA-190037].

A reputation-based framework to support dynamic car-pooling

Sarne G. M. L.
2020

Abstract

In the last decades, individual urban traffic flows have increased all over the world with a consequent growth of road congestion and environmental pollution. In this context, car-pooling is an interesting car-based alternative to satisfy the individual mobility demand by optimizing the car loading factor with respect to the number of passengers, provided that all the participants share trip origin and destination in the same time slot. To make the system more appealing, this paper proposes an on-demand car-pooling service adopting variable fares, on the basis of trip length and number of participants. Multi-agent, reputation and recommender system technologies in synergy with a routing algorithm have been used to this aim. Experiments on simulated data proved the potentiality of the proposed approach.
Articolo in rivista - Articolo scientifico
Car-pooling; multi-agent system; recommender system; reputation system; routing algorithm;
English
17-set-2020
2020
14
1
63
76
reserved
Postorino, M., Sarne, G. (2020). A reputation-based framework to support dynamic car-pooling. INTELLIGENZA ARTIFICIALE, 14(1), 63-76 [10.3233/IA-190037].
File in questo prodotto:
File Dimensione Formato  
2019 - IA Car pooling - finale.pdf

Solo gestori archivio

Descrizione: pdf
Tipologia di allegato: Author’s Accepted Manuscript, AAM (Post-print)
Dimensione 499.09 kB
Formato Adobe PDF
499.09 kB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/302595
Citazioni
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 0
Social impact