1. Department of Transportation Engineering/Department of Smart Cities, University of Seoul, Seoul, Republic of Korea
2. Visiting Scholar, Transport Studies Unit, University of Oxford, Oxford, UK
3. Graduate School of Environmental Studies, Seoul National University, Seoul, Republic of Korea, School of Architecture, University of Texas at Austin, Austin, TX, USA
4. Mobility Research Division, Gyeonggi Research Institute, Gyeonggi, Republic of Korea
5. Professor, Department of Transportation Engineering, University of Seoul, Seoul, Republic of Korea (corresponding author: )