Deduction of passengers' route choice from smart card data

Evelien Van Der Hurk, Leo Kroon, Gabor Maroti, Peter Vervest

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Abstract

Deducing passengers' route choice from smart card data provides public transport operators the opportunity to evaluate passenger service. Especially in case of disruptions when route choice models may not be valid this is an advantage. This paper proposes a method for deducing the chosen route of passengers based on smart card data and validates this method on a real life data set. The method reaches an accuracy of about 90 percent, also in case of disruptions. Moreover, it is shown how this method can be used to evaluate passenger service by a case study based on a real life data set of Netherlands Railways, the largest passenger railway operator of the Netherlands.

Original languageEnglish
Title of host publication2013 16th International IEEE Conference on Intelligent Transportation Systems
Subtitle of host publicationIntelligent Transportation Systems for All Modes, ITSC 2013
Pages797-802
Number of pages6
DOIs
Publication statusPublished - 2013
Event2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013 - The Hague, Netherlands
Duration: 6 Oct 20139 Oct 2013

Conference

Conference2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013
CountryNetherlands
CityThe Hague
Period6/10/139/10/13

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Van Der Hurk, E., Kroon, L., Maroti, G., & Vervest, P. (2013). Deduction of passengers' route choice from smart card data. In 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013 (pp. 797-802). [6728329] https://doi.org/10.1109/ITSC.2013.6728329
Van Der Hurk, Evelien ; Kroon, Leo ; Maroti, Gabor ; Vervest, Peter. / Deduction of passengers' route choice from smart card data. 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013. 2013. pp. 797-802
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Van Der Hurk, E, Kroon, L, Maroti, G & Vervest, P 2013, Deduction of passengers' route choice from smart card data. in 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013., 6728329, pp. 797-802, 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013, The Hague, Netherlands, 6/10/13. https://doi.org/10.1109/ITSC.2013.6728329

Deduction of passengers' route choice from smart card data. / Van Der Hurk, Evelien; Kroon, Leo; Maroti, Gabor; Vervest, Peter.

2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013. 2013. p. 797-802 6728329.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

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Van Der Hurk E, Kroon L, Maroti G, Vervest P. Deduction of passengers' route choice from smart card data. In 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013. 2013. p. 797-802. 6728329 https://doi.org/10.1109/ITSC.2013.6728329