Projects per year
Personal profile
Research profile
dr. Tao Feng has been a Full Professor, director of Urban and Data Science at Hiroshima University, Japan. He currently holds a guest position in Urban Planning and Transportation group and has been the chair of Data-driven Mobility in the Department of the Built Environment. His research interests include modelling the choice preference of people in urban environment, dynamic models, behaviour change and data-driven technology in transportation. He has been working on various topics linked with travel demand forecasting, traffic network analysis, transport air quality analysis, and choice of housing and work. In contribution to big data and travel surveys, he has developed various algorithms to efficiently transform GPS data into an approximation of activity-travel diaries and generate rich information for geographical analysis. His recent works include also human mobility pattern analysis using big data, application of machine learning algorithms in mobility analysis, emerging mobility alternatives and shared mobility options. He supervises PhDs and master students, works on EU funded projects in smart cities, mobility and energy, and being involved in teaching of master and bachelor courses.
Academic background
dr. Tao Feng received his PhD in Urban Development (Transportation Planning) from Hiroshima University, Japan, in 2008. Before appointed as an Assistant Professor in 2013, he has been a post-doctoral researcher at TU/e. In 2017, he has been a visiting associate professor in Hiroshima University. He serves as associate editor in journal Asia Transport Studies, associate chair and scientific committee members of several international conferences. Dr. Feng obtained and coordinated several research projects, including DESENT, CHIPS and TERTS from Urban Europe and Interreg, and participated many others at national and international levels.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Projects
- 3 Finished
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CALL4SMS Citizen Aimed Living lab for Smart Mobility Solutions
Rasouli, S., Feng, T. & Jang, S.
1/01/20 → 31/12/20
Project: Research direct
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DESENT – Smart decision support system for urban energy and transportation
Timmermans, H. J. P., Feng, T., Yang, D., Kruizinga, M., Kim, S., Jang, S., van der Waerden, P. J. H. J. & Gu, G.
1/03/16 → 31/05/19
Project: Research direct
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UncertWeb: The Uncertainty Enabled Model Web Research Project
Timmermans, H. J. P., Arentze, T. A., Feng, T. & Rasouli, S.
1/02/10 → 31/01/13
Project: Research direct
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Association rules and prediction of transportation mode choice: Application to national travel survey data
Zhang, J., Feng, T., Timmermans, H. J. P. & Lin, Z., May 2023, In: Transportation Research Part C: Emerging Technologies. 150, 30 p., 104086.Research output: Contribution to journal › Article › Academic › peer-review
1 Downloads (Pure) -
Improved imputation of rule sets in class association rule modeling: application to transportation mode choice
Zhang, J., Feng, T., Timmermans, H. & Lin, Z., Feb 2023, In: Transportation. 50, 1, p. 63–106 44 p.Research output: Contribution to journal › Article › Academic › peer-review
1 Citation (Scopus) -
New Classification Scheme for High-Speed Railway Stations Based on Large-Scale Mobile Phone Data: A Case Study in Jiangsu, China
Yue, Y., Chen, J. & Feng, T., 2023, (Accepted/In press) Transportation Research Board.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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A model of household shared parking decisions incorporating equity seeking household dynamics and leadership personality traits.
Yan, Q., Feng, T. & Timmermans, H. J. P., 2022, Proceedings 101th Annual Meeting of the Transportation Research Board, Washington DC, USA..Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Analysis of students' positive emotions around the green space in the university campus during the COVID-19 pandemic in China
Liu, S., Ji, Y., Li, J., Peng, Y., Li, Z., Lai, W. & Feng, T., 9 Aug 2022, In: Frontiers in Public Health. 10, 13 p., 888295.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Citations (Scopus)16 Downloads (Pure)
Prizes
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Analysis of dynamic mobility decisions over life courses
Feng, Tao (Recipient), May 2019
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Cuperusprijs 2020 - 2nd place for master thesis of student Kim Raijmakers
Raijmakers, Kim P.M. (Recipient), Dane, Gamze Z. (Recipient), Borgers, Aloys W.J. (Recipient) & Feng, Tao (Recipient), 2020
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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ISPRS International Journal of Geographic Information Cover Story of November 2020
Dane, Gamze Z. (Recipient), Borgers, Aloys W.J. (Recipient), Ikiz Kaya, Deniz (Recipient) & Feng, Tao (Recipient), 2020
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Activities
- 2 Invited talk
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Analysis of dynamic mobility decisions over life courses
Tao Feng (Speaker)
12 Jun 2019Activity: Talk or presentation types › Invited talk › Scientific
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Analysis of dynamic mobility decisions over life courses
Tao Feng (Speaker)
2019Activity: Talk or presentation types › Invited talk › Scientific
Press/Media
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Hiroshima University Reports Findings in Transportation Engineering (Demand Prediction and Optimal Allocation of Shared Bikes Around Urban Rail Transit Stations)
3/01/23
1 item of Media coverage
Press/Media: Expert Comment
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Better understanding of people’s comfort in urban public spaces
2/06/22
1 item of Media coverage
Press/Media: Expert Comment