Modeling Driver Behavior in a road network with route choice based on real time traffic information
| Dublin Core | PKP Metadata Items | Metadata for this Document | |
| 1. | Title | Title of document | Modeling Driver Behavior in a road network with route choice based on real time traffic information |
| 2. | Creator | Author's name, affiliation, country | Gao Feng; School of Electric and Electronic Engineering, Wuhan Polytechnic University; China |
| 3. | Subject | Discipline(s) | Intelligent Transportation System |
| 3. | Subject | Keyword(s) | dynamic route choice behavior; Decision Field Theory; Preference; road network; real-time traffic information |
| 4. | Description | Abstract | Intelligent Transportation Systems (ITS) applications require a thorough understanding of drivers' route choice behavior in a complex network under real-time information. The purpose of this paper is to describe and model driver route choice behavior in a road network based on real time traffic information at the disaggregate individual level and from a psychological decision-making process perspective. The framework of routing choice and driver dynamic route choice behavior model that uses concepts from Decision Field Theory (DFT) and Bayesian belief network (BBN) is proposed. A real-time planning algorithm for route choice processes is discussed in great detail. Using this algorithm, a driver develops his route dynamically until he reaches his destination. The simulation results show that the combination of DFT and BBN can effectively describe the driver's travel dynamics behavior.
DOI : http://dx.doi.org/10.11591/telkomnika.v12i3.4466
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| 5. | Publisher | Organizing agency, location | Institute of Advanced Engineering and Science |
| 6. | Contributor | Sponsor(s) | |
| 7. | Date | (YYYY-MM-DD) | 2014-03-01 |
| 8. | Type | Status & genre | Peer-reviewed Article |
| 8. | Type | Type | |
| 9. | Format | File format | |
| 10. | Identifier | Uniform Resource Identifier | https://ijeecs.iaescore.com/index.php/IJEECS/article/view/3194 |
| 11. | Source | Title; vol., no. (year) | Indonesian Journal of Electrical Engineering and Computer Science; Vol 12, No 3: March 2014 |
| 12. | Language | English=en | en |
| 14. | Coverage | Geo-spatial location, chronological period, research sample (gender, age, etc.) | |
| 15. | Rights | Copyright and permissions |
Copyright (c) 2013 Institute of Advanced Engineering and Science This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. |