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ThinkMind // SIMUL 2014, The Sixth International Conference on Advances in System Simulation // View article simul_2014_1_40_50119


Modelling Drivers’ Route Choice Behaviour through Possibility Theory Using Driving Simulator

Authors:
Mario Marinelli
Mauro Dell'Orco

Keywords: modelling; route choice behaviour; possibility theory; data fusion; stated preference; driving simulator

Abstract:
This paper presents a modelling approach based on the Possibility Theory to reproduce drivers’ choice behaviour under Advanced Traveller Information Systems (ATIS). The Possibility Theory is introduced to model uncertainty embedded in human perception of information through a fuzzy data fusion technique. Drivers’ choice models are often developed and calibrated by using, among other, Stated Preferences (SP) surveys. An experiment is presented, aimed at setting up an SP-tool based on driving simulator developed at the Technical University of Bari. The obtained results are analysed in order to compare the outcomes of the proposed model with preferences stated in the experiment.

Pages: 18 to 23

Copyright: Copyright (c) IARIA, 2014

Publication date: October 12, 2014

Published in: conference

ISSN: 2308-4537

ISBN: 978-1-61208-371-1

Location: Nice, France

Dates: from October 12, 2014 to October 16, 2014

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