Route choice modeling with network-free data

Transportation Research Part C: Emerging Technologies

Volumn 16, Issue 2, 2008, Pages 187-198

  Bierlaire, Michel ^a   Frejinger, Emma ^a  

^a EPFL   (Switzerland)

Author keywords

Domain of data relevance (DDR); GPS data; Network free data; Route choice modeling

Indexed keywords

DATA ACQUISITION; ESTIMATION; GLOBAL POSITIONING SYSTEM; MATHEMATICAL MODELS;

DOMAIN OF DATA RELEVANCE; PATH SIZE LOGIT; ROUTE CHOICE MODEL;

TRANSPORTATION ROUTES;

DISCRETE CHOICE ANALYSIS; GPS; MODELING;

EID: 38849150227     PISSN: 0968090X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.trc.2007.07.007     Document Type: Article

References (29)

1. Abdel-Aty M.A., Kitamura R., Jovanis P.P., Reddy P., and Vaughin K.M. New approach to route choice data collection: multiphase, computer-aided telephone interview panel surveys using geographic information systems data base. Transportation Research Record 1493 (1995) 159-169
2. Axhausen K.W., Schönfelder S., Wolf J., Oliveira M., and Samaga U. 80 weeks of GPS traces: approaches to enriching the trip information. Transportation Research Record 1870 (2003) 46-54
3. Bekhor S., Ben-Akiva M.E., and Ramming S. Evaluation of choice set generation algorithms. Annals of Operations Research 144 1 (2006)
4. Ben-Akiva, M., Ramming, S., 1998. Lecture notes: discrete choice models of traveler behavior in networks. Prepared for Advanced Methods for Planning and Management of Transportation Networks. Capri, Italy.
5. Ben-Akiva M., and Bierlaire M. Discrete choice methods and their applications to short-term travel decisions. In: Hall R. (Ed). Handbook of Transportation Science (1999), Kluwer 5-34
6. Ben-Akiva M., and Bierlaire M. Discrete choice models with applications to departure time and route choice. In: Hall R. (Ed). Handbook of Transportation Science. second ed. Operations Research and Management Science (2003), Kluwer. 1-4020-7246-5 7-38
7. Ben-Akiva M., Bergman M., Daly A., and Ramaswamy R. Modeling inter-urban route choice behaviour. In: Vollmuller J., and Hamerslag R. (Eds). Proceedings of the 9th International Symposium on Transportation and Traffic Theory (1984), VNU Science Press, Utrecht, Netherlands 299-330
8. Ben-Akiva, M., Choudhury, C., Toledo, T., 2006a. Lane changing models. In: Proceedings of the International Symposium of Transport Simulation, Lausanne, Switzerland.
9. Ben-Akiva, M., Choudhury, C., Toledo, T., 2006b. Modeling latent choices: application to driving behavior. In: Proceedings of the 11th International Conference on Travel Behaviour Research, Kyoto, Japan.
10. Bierlaire, M., 2003. Biogeme: a free package for the estimation of discrete choice models. In: Proceedings of the 3rd Swiss Transport Research Conference, Ascona, Switzerland.
11. Bierlaire, M., 2007. An introduction to BIOGEME version 1.5. .
12. Bierlaire, M., Frejinger, E., 2007. Technical note: a stochastic choice set generation algorithm, Technical report TRANSP-OR 070213, Transport and Mobility Laboratory, Ecole Polytechnique Fédérale de Lausanne.
13. Cascetta, E., Nuzzolo, A., Russo, F., Vitetta, A., 1996. A modified logit route choice model overcoming path overlapping problems. Specification and some calibration results for interurban networks. In: Lesort, J.B., (Ed.), Proceedings of the 13th International Symposium on Transportation and Traffic Theory, Lyon, France.
14. Du J., and Aultman-Hall L. Increasing the accuracy of trip rate information from passive multi-day GPS travel datasets: automatic trip end identification issues. Transportation Research Part A 41 3 (2007) 220-232
15. Frejinger, E., 2004. Route Choice Analysis Using GPS Data. Master's Thesis, École Polytechnique Fédérale de Lausanne.
16. Frejinger E., and Bierlaire M. Capturing correlation with subnetworks in route choice models. Transportation Research Part B 41 3 (2007) 363-378
17. Jan O., Horowitz A., and Peng Z. Using GPS data to understand variations in path choice. Transportation Research Record 1706 (2000) 145-151
18. Mahmassani H.S., Joseph T., and Jou R.-C. Survey approach for study of urban commuter choice dynamics. Transportation Research Record 1412 (1993) 80-89
19. Marchal, F., Hackney, J., Axhausen, K., 2005. Efficient map matching of large global positioning system data sets: tests on speed-monitoring experiment in Zurich. In: Presented at the 84th Annual Meeting of the Transportation Research Board, Washington, DC, USA.
20. Murakami E., and Wagner D. Can global positioning system (GPS) improve trip reporting?. Transportation Research Part C 7 2-3 (1999) 149-165
21. Nielsen O.A. Behavioral responses to road pricing schemes: description of the Danish AKTA experiment. Journal of Intelligent Transportation Systems 8 4 (2004) 233-251
22. Quddus M.A., Ochieng W.Y., Zhao L., and Noland R.B. A general map matching algorithm for transport telematics applications. GPS Solutions 7 3 (2003) 157-167
23. Ramming, M., 2001. Network Knowledge and Route Choice. Ph.D. Thesis, Massachusetts Institute of Technology.
24. Schönfelder S., Axhausen K., Antille N., and Bierlaire M. Exploring the potentials of automatically collected GPS data for travel behaviour analysis - a Swedish data source. In: Möltgen J., and Wytzisk A. (Eds). GI-Technologien für Verkehr und Logistik, number 13 in IfGIprints (2002), Institut für Geoinformatik, Universität Münster, Münster 155-179
25. Vovsha P., and Bekhor S. Link-nested logit model of route choice, overcoming route overlapping problem. Transportation Research Record 1645 (1998) 133-142
26. Vrtic, M., Fröhlich, P., Schüssler, N., Dasen, S., Erne, S., Singer, B., Axhausen, K., Lohse, D., 2005. Erzeugung neuer quell-/zielmatrizen im personenverkehr. Bundesamt für Strassen and Bundesamt für Verkehr, IVT ETH Zurich, Emch und Berger und TU Dresden, Final report to the Bundesamt für Raumentwicklung, Zürich.
27. Vrtic, M., Schüssler, N., Erath, A., Axhausen, K., Frejinger, E., Bierlaire, M., Stojanovic, S., Rudel, R., Maggi, R., 2006. Including travelling costs in the modelling of mobility behaviour. Final report for SVI research program Mobility Pricing: Project B1, on behalf of the Swiss Federal Department of the Environment, Transport, Energy and Communications, IVT ETH Zurich, ROSO EPF Lausanne and USI Lugano.
28. Wolf J., Hallmark S., Oliveira M., Guensler R., and Sarasua W. Accuracy issues with route choice data collection by using global positioning system. Transportation Research Record 1660 (1999) 66-74
29. Zito R., D'Este G., and Taylor M. Global positioning systems in the time domain: how useful a tool for intelligent vehicle-highway systems?. Transportation Research Part C 3 4 (1995) 193-209