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http://dx.doi.org/10.7470/jkst.2017.35.5.409

A Comprehensive Framework for Estimating Pedestrian OD Matrix Using Spatial Information and Integrated Smart Card Data  

JEONG, Eunbi (Transport Systems Research Team, Korea Railroad Research Institute)
YOU, Soyoung Iris (Transport Systems Research Team, Korea Railroad Research Institute)
LEE, Jun (Transport Systems Research Team, Korea Railroad Research Institute)
KIM, Kyoungtae (Transport Systems Research Team, Korea Railroad Research Institute)
Publication Information
Journal of Korean Society of Transportation / v.35, no.5, 2017 , pp. 409-422 More about this Journal
Abstract
TOD (Transit-Oriented Development) is one of the urban structure concentrated on the multifunctional space/district with public transportation system, which is introduced for maintaining sustainable future cities. With such trends, the project of building complex transferring centers located at a urban railway station has widely been spreaded and a comprehensive and systematic analytical framework is required to clarify and readily understand the complicated procedure of estimation with the large scale of the project. By doing so, this study is to develop a comprehensive analytical framework for estimating a pedestrian OD matrix using a spatial information and an integrated smart card data, which is so called a data depository and it has been applied to the Samseong station for the model validation. The proposed analytical framework contributes on providing a chance to possibly extend with digitalized and automated data collection technologies and a BigData mining methods.
Keywords
automatic fare collection system; multimodal transfer; pedestrian OD matrix; smart card data; spatial information; station;
Citations & Related Records
Times Cited By KSCI : 5  (Citation Analysis)
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1 You S., Kim K., Jeong E., Lee J. (2017), An Empirical Study for Analyzing an Integrated Mobility at Intermodal Transit Center, Journal of the Korea Institute of Intelligent Transport Systems, 16(5).
2 Jung R., Chung J., You S. (2016), Analysis of Route Choice Behavior in Subway Station: Focusing on Walking Distance, http://dx/doi.org/10.15793/kspr2016.88.005.
3 Korea Railroad Research Institute (2015-2017), Technical Development of Public Transportation Planning & Operation Efficiency.
4 Lee M.Y., Kim J.H. (2016), Analysis of Transit Passenger Movements Within Seoul-Gyeonggi-Incheon Area Using Transportation Card, Journal of the Korea Institute of Intelligent Transport Systems 15(5), 12-19.   DOI
5 Munizaga M., Palma C., Mora P. (2010), Public Transport OD Matrix Estimation From Smart Card Payment System Data, The 9th International IEEE Conference on Transport Research, Lisbon, 2988.
6 Park J., Kim S., Jo J., Heo M. (2008), The Study on Error, Missing Data and Imputation of the Smart Card Data for the Transit OD Construction, J. Korean Soc. Transp., 26(2), Korean Society of Transportation, 109-119.
7 Pelletier M.P., Trepanier M., Morency C. (2011), Smart Card Data Use in Public Transit: A Literature Review, Transportation Research Part C 19 (2011), 557-568.   DOI
8 Seaborn C., Wilson N.H., Attanucci J. (2009), Using Smart Card Fare Payment Data to Analyze Multi-Modal Public Transport Journeys (London, UK), 88th Annual Meeting of the Transportation Research Board, Washington D.C.
9 Shin K. (2016), Inferring the Transit Trip Destination Zone of Smart Card User Using Trip Chain Structure, J. Korean Soc. Transp., 34(5), Korean Society of Transportation, 437-448.   DOI
10 Statistics Korea (2010-2015), available: http://www.index.go.kr/potal/main/EachDtlPageDetail.do?idx_cd=1259.
11 Trepanier M., Chapleau R., Tranchant N. (2007), Individual Trip Destination Estimation in Transit Smart Card Automated Fare Collection System, Journal of Intelligent Transportation Systems: Technology, Planning, and Operations 11(1), 1-15.   DOI
12 Utsunomiya M., Attanucci J., Wilson N. (2006), Potential Uses of Transit Smart Card Registration and Transaction Data to Improve Transit Planning, Transportation Research Record: Journal of the Transportation Research Board, 1971, 119-126.   DOI
13 You S., Jung R., Chung J. (2016), An Analysis on Evacuation Scenario at Metro-stations Using Pedestrian Movementbased Simulation Model, Journal of the Korea Institute of Intelligent Transport Systems 15(2), 36-49.   DOI
14 Bagchi M., White P.R. (2005), The Potential of Public Transport Smart Card Data, Transportation Policy 12, 464-474.   DOI
15 Blythe P. (2004), Improving Public Transport Ticketing Through Smart Cards, Municipal Engineer 157(1), 47-54.   DOI
16 Seoul Metropolitan Government (2017), Report news, February 6, 2017.
17 Chitturi M. V., Shaw J. W., Campbell IV J. R., Noyce D. A. (2014), Validation of Origin-Destination Data From Bluetooth Reidentification and Aerial Observation, Transportation Research Record: Journal of the Transportation Research Board, 2430, 116-123.   DOI