Issues in Feathers Application in the Seoul Metropolitan Area

Issues in Feathers Application in the Seoul Metropolitan Area

Won Do Lee, Chang-Hyeon Joh, Sungjin Cho, Bruno Kochan
Copyright: © 2014 |Pages: 15
ISBN13: 9781466649200|ISBN10: 1466649208|EISBN13: 9781466649217
DOI: 10.4018/978-1-4666-4920-0.ch004
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MLA

Lee, Won Do, et al. "Issues in Feathers Application in the Seoul Metropolitan Area." Data Science and Simulation in Transportation Research, edited by Davy Janssens, et al., IGI Global, 2014, pp. 71-85. https://doi.org/10.4018/978-1-4666-4920-0.ch004

APA

Lee, W., Joh, C., Cho, S., & Kochan, B. (2014). Issues in Feathers Application in the Seoul Metropolitan Area. In D. Janssens, A. Yasar, & L. Knapen (Eds.), Data Science and Simulation in Transportation Research (pp. 71-85). IGI Global. https://doi.org/10.4018/978-1-4666-4920-0.ch004

Chicago

Lee, Won Do, et al. "Issues in Feathers Application in the Seoul Metropolitan Area." In Data Science and Simulation in Transportation Research, edited by Davy Janssens, Ansar-Ul-Haque Yasar, and Luk Knapen, 71-85. Hershey, PA: IGI Global, 2014. https://doi.org/10.4018/978-1-4666-4920-0.ch004

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Abstract

Over the last decades, the trip-based approach, also known as the four-step model, has been playing an unrivaled role in transportation demand research in Korea. It has been used to predict changes in traffic volume resulting from new transportation policy measures, and also has allowed conducting benefit-cost analyses for new infrastructure provisions. It has been increasingly difficult for the trip-based model to anticipate individual responses to new transportation policy inputs and infrastructure provision as the society becomes personalized and diversified. Activity-Based Modeling (ABM) approaches, predicting travel demand derived from individual activity participations, were introduced to complement the trip-based approach in this regard. The chapter introduces the Seoul ABM project that aims to first apply FEATHERS as an ABM to the data collected in Seoul Metropolitan Area (SMA) and then develop a prototype of the ABM framework for Korea. More specifically, the chapter first briefly describes SMA in comparison with Flanders in Belgium and other countries. It then introduces related research works in Korea and the background of the Seoul ABM project. After these, a FEATHERS framework applied for the Seoul ABM project is described with its data requirements. Major issues of and solutions to the Seoul ABM project are then discussed with regard to the data preprocessing. The chapter ends with a summary and future work.

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