Dr Won Do Lee

Who am I?

I am currently working as research associate at the Man Met Crime and Well-Being Big Data Centre (BDC) at Manchester Metropolitan University.

Prior to joining BDC, I was obtained the PhD at the Department of Geography, Kyung Hee University in 2014 and then joined and worked as a research associate at the TOD-based sustainable city transportation research center, Ajou University until the Jul 2016.

As a postdoctoral researcher, I investigated and develop the dynamic feedback model between land-use and transport system.

My current research domain is focusing on the interplay between crime and transport (mobility), and Big data analytics which contributes solving the urban problems.

Academic and professional qualifications

• Ph.D in Transport Geography, Department of Geography, Kyung Hee University (2014)
• M.Sc in GIS & Spatial Statistics, Department of Geography, Kyung Hee University (2011)
• B.Sc in Geogrpahy, Department of Geography, Kyung Hee University (2008)
• B.P.A in Public Administration, Department of Public Administration, Kyung Hee University (2008)

Previous employment

• Postdoctoral Research Associate, TOD-based Sustainable City Transport Research Center, Ajou University (Mar 2015 - Jul 2016)
• Visiting Researcher, Transportation Research Institute (IMOB), Universiteit Hasselt (Mar 2015 - Jul 2016)
• Guest Professor, Department of Geography, Kyung Hee University (Sep 2014 - Feb 2015)
• Lecturer, Department of Geography, Kyung Hee University (Sep 2013 - Dec 2013).

Publications

• Featured Works

  W. Ectors, S. Reumers, WD. Lee, B. Kochan, D. Janssens, et al. T. Bellemans, G. Wets. Optimizing Copious Activity Type Classes based on Classification Accuracy and Entropy Retention. In: Transportation Research Board. Washington, D.C., US, 7/1/2018.

  WD. Lee, W. Ectors, T. Bellemans, B. Kochan, D. Janseens, et al. G. Wets, K. Choi, C-H. Joh. (2018). Investigating Pedestrian Walkability using a Multitude of Seoul Data Sources. Transportmetrica B: Transport Dynamics. 6(1), pp.54-73.

  W. Ectors, S. Reumers, WD. Lee, K. Choi, B. Kochan, et al. D. Janssens, T. Bellemans. (2017). Developing an optimised activity type annotation method based on classification accuracy and entropy indices. Transportmetrica A: Transport Science. 13(8), pp.742-766.

  S. Cho, WD. Lee, J-H. Hwang, B. Kochan, L. Knapen, et al. T. Bellemans, K. Choi, C-H. Joh. (2015). Validation of Activity-based Travel Demand Model using Smart-card Data in Seoul, South Korea. Procedia Computer Science. 52, pp.707-712.

  J. Choi, WD. Lee, WH. Park, C. Kim, K. Choi, et al. C-H. Joh. (2014). Analyzing changes in travel behavior in time and space using household travel surveys in Seoul Metropolitan Area over eight years. Travel Behaviour and Society. 1(1), pp.3-14.

• Books (authored/edited/special issues)

  M. Bin, J. Moon, C-H. Joh, WD. Lee, JS. Won, et al. W. Park. (2012). Transportation Equity of Different Regions in Gyeonggi-Do : An Integrative Analysis of Infrastructure and Travel Behavior. Gyeonggi Research Institute.

• Journal articles

  W. Ectors, S. Reumers, WD. Lee, B. Kochan, D. Janssens, et al. T. Bellemans, G. Wets. (2020). Optimizing copious activity type classes based on classification accuracy and entropy retention. Future Generation Computer Systems. 110, pp.338-349.

  WD. Lee, W. Ectors, T. Bellemans, B. Kochan, D. Janseens, et al. G. Wets, K. Choi, C-H. Joh. (2018). Investigating Pedestrian Walkability using a Multitude of Seoul Data Sources. Transportmetrica B: Transport Dynamics. 6(1), pp.54-73.

  W. Ectors, S. Reumers, WD. Lee, K. Choi, B. Kochan, et al. D. Janssens, T. Bellemans. (2017). Developing an optimised activity type annotation method based on classification accuracy and entropy indices. Transportmetrica A: Transport Science. 13(8), pp.742-766.

  SFA. Baqueri, WD. Lee, L. Knapen, T. Bellemans, D. Janssens, et al. A-U-H. Yasar, G. Wets. (2016). Estimating Incoming Cross-border Trips Through Land Use data Resources – A Case of Karachi City. Procedia Computer Science. 83, pp.270-277.

  S. Cho, WD. Lee, J-H. Hwang, B. Kochan, L. Knapen, et al. T. Bellemans, K. Choi, C-H. Joh. (2015). Validation of Activity-based Travel Demand Model using Smart-card Data in Seoul, South Korea. Procedia Computer Science. 52, pp.707-712.

  S. Cho, JH. Hwang, T. Bellemans, B. Kochan, WD. Lee, et al. K. Choi, C-H. Joh. (2014). A Study on Data Preprocessing for the Activity-Travel Simulator: A Case of FEATHERS Seoul. Journal of Korean Society of Transportation. 32(5), pp.531-543.

  J. Choi, WD. Lee, WH. Park, C. Kim, K. Choi, et al. C-H. Joh. (2014). Analyzing changes in travel behavior in time and space using household travel surveys in Seoul Metropolitan Area over eight years. Travel Behaviour and Society. 1(1), pp.3-14.

  M. Bin, WD. Lee, J. Moon, C-H. Joh (2013). Integrated Equity Analysis Based on Travel Behavior and Transportation Infrastructure: In Gyeonggi-Do Case. Journal of Korean Society of Transportation. 31(4), pp.47-57.

  WD. Lee, Y-G. Na, S-H. Park, B. Lee, C-H. Joh (2012). Transportation Equity Analysis Based on the Metropolitan Household Survey. Journal of the Korean Urban Geographical Society. 15, pp.75-86.

  S. Park, WD. Lee, C-H. Joh (2012). A Study for Seoul Traffic Network Based on the Metropolitan Household Travel Survey. The Geographical Journal of Korea. 46, pp.189-200.

  M. Bin, E. Jung, WD. Lee, C-H. Joh (2012). Classification and Profiling of Bus Stops in Gyeong-gi Province on the Basis of Trip Chain Variables. Journal of the Economic Geographical Society of Korea. 15(2), pp.333-343.

  WD. Lee, JS. Won, C-H. Joh (2011). A Study of Correlation between Air Environment Index and Urban Structure: Based on Land Use and Traffic Data in Seoul. Journal of the Economic Geographical Society of Korea. 14, pp.143-156.

  WD. Lee, C. Hwang (2011). A Measurement of Urban Compactness in Seoul Metropolitan Area. The Geographical Journal of Korea. 45, pp.163-173.

• Chapters in books

  W. Do Lee, C-H. Joh, S. Cho, B. Kochan (2018). Issues in Feathers Application in the Seoul Metropolitan Area. In: Intelligent Transportation and Planning. IGI Global, pp.979-995.

• Conferences

  M. Ellison, WD. Lee The efficacy and efficiency of the Domestic Abuse, Stalking and Honour-based Violence (DASH) questionnaire as a risk assessment tool. In: https://www.eurocrim2019.com/. Ghent, Belgium, 18/9/2019.

  M. Ellison, M. Haleem, WD. Lee (2019). Understanding police demands and deployment across space and time. 19th Annual Conference on European Society of Criminology 2019, Ghent, Belgium,

  W. Ectors, S. Reumers, WD. Lee, B. Kochan, D. Janssens, et al. T. Bellemans, G. Wets. Optimizing Copious Activity Type Classes based on Classification Accuracy and Entropy Retention. In: Transportation Research Board. Washington, D.C., US, 7/1/2018.

  S. Cho, WD. Lee, J-H. Hwang, B. Kochan, L. Knapen, et al. T. Bellemans, K. Choi, C-H. Joh. (2015). Validation of Activity-Based Travel Demand Model using Smart-Card Data in Seoul, South Korea. In: 6TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT-2015), THE 5TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT-2015). London, ENGLAND, 2/6/2015. pp.707-712.

  JH. Hwang, H. Kim, S. Cho, T. Bellemans, WD. Lee, et al. K. Choi, SH. Cheon, CH. Joh. (2015). Improved method for validating the simulated travel behavior by using both the smart card and navigation data. In: Proceedings of the 20th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2015: Urban Transport Analytics. pp.104-110.

  S. Cho, B. Kochan, T. Bellemans, WD. Lee, JH. Hwang, et al. C-H. Joh. (2013). Study on Data Collection Process for FEATHERS on Household Travel Survey in Korea. In: Hong Kong Society for Transport Studies.

  WD. Lee (2013). Provision and demand of taxi services in the night time in Seoul Metropolitan Area. In: Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society. pp.133-140.

  K. Choi, C. Kim, WD. Lee, JH. Hwang, C-H. Joh (2013). An Analysis of the Impacts of Central Bus-Only Lanes on Travel Behaviour in Seoul. In: The 19th INTERNATIONAL CONFERENCE OF HONG KONG SOCIETY FOR TRANSPORTATION STUDIES. pp.1-7.

  WD. Lee, C. Kim, K. Choi, C-H. Joh, S. Rasouli, et al. H. Timmermans, JJ. Choi. (2012). Analyzing Changes in Activity-Travel Behavior in Time and Space using Household Travel Surveys in Seoul Metropolitan Area over 10 Years. In: Workshop on Transportgraphy: Advances in Spatiotemporal Transport Analysis Analyzing.

  WD. Lee, S. Cho, T. Bellemans, D. Janssens, G. Wets, et al. K. Choi, C-H. Joh. (2012). Seoul activity-based Model: An Application of Feathers Solutions to Seoul Metropolitan Area. In: Procedia Computer Science. pp.840-845.

  WD. Lee, C-H. Joh (2012). An analysis of GPS-based data on taxi services provision and demand in seoul metropolitan area. In: The 17th INTERNATIONAL CONFERENCE OF HONG KONG SOCIETY FOR TRANSPORTATION STUDIES. pp.1-7.