This paper presents the results of an in-progress research project aiming to define an advanced trip planner for transit networks. Starting from the description of user needs and logical architecture of the trip planner, the paper describes the module to support the user with pre-trip information based on his/her personal preferences. In particular the theoretical aspects of the individual, instead of user group (aggregate), path choice modelling used to support path choice set individuation, path utility calculation and user preference learning process are defined. The theoretical framework has been applied and tested through some experiments carried out on the public transport network of the metropolitan area of Rome.

Nuzzolo, A., Crisalli, U., Comi, A., Rosati, L. (2015). Individual behavioural models for personal transit pre-trip planners. TRANSPORTATION RESEARCH PROCEDIA, 5, 30-43 [10.1016/j.trpro.2015.01.015].

Individual behavioural models for personal transit pre-trip planners

NUZZOLO, AGOSTINO;CRISALLI, UMBERTO;COMI, ANTONIO;ROSATI, LUCA
2015-01-01

Abstract

This paper presents the results of an in-progress research project aiming to define an advanced trip planner for transit networks. Starting from the description of user needs and logical architecture of the trip planner, the paper describes the module to support the user with pre-trip information based on his/her personal preferences. In particular the theoretical aspects of the individual, instead of user group (aggregate), path choice modelling used to support path choice set individuation, path utility calculation and user preference learning process are defined. The theoretical framework has been applied and tested through some experiments carried out on the public transport network of the metropolitan area of Rome.
2015
Pubblicato
Rilevanza internazionale
Articolo
Esperti anonimi
Settore ICAR/05 - TRASPORTI
English
ATIS; transit trip planner; personalized advice; personalized pre-trip information; user preference learning process; incremental learning
http://www.sciencedirect.com/science/article/pii/S2352146515000162
Nuzzolo, A., Crisalli, U., Comi, A., Rosati, L. (2015). Individual behavioural models for personal transit pre-trip planners. TRANSPORTATION RESEARCH PROCEDIA, 5, 30-43 [10.1016/j.trpro.2015.01.015].
Nuzzolo, A; Crisalli, U; Comi, A; Rosati, L
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/112145
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