Last Updated :2022/12/01

大学院先進理工系科学研究科 助教
I work in the field of transportation planning. My research interests involve the empirical analysis of the impacts of information and communication on activity-travel behavior, travel-based multitasking, impacts of travel behavior on environment, travel behavior during disasters, and the impacts of travel demand management strategies. Previously, I was employed at Hiroshima University as a postdoctoral researcher and was working for a project funded by the Ministry of Land, Infrastructure, Transport and Tourism, Japan on the application of advanced machine learning techniques for transport planning and management.



  • 2018年08月20日, 2020年03月31日, 広島大学, 大学院国際協力研究科, 研究員
  • 2021年04月01日, 広島大学, 大学院先進理工系科学研究科, 助教


  • Indian Institute of Technology Bombay, Centre for Urban Science and Engineering, Ph.D, インド, 2014年07月, 2018年08月
  • CEPT University, Faculty of Technology, Master of Technology (M.Tech), インド, 2012年07月, 2014年06月
  • Dr. B. R. Ambedkar National Institute of Technology Jalandhar, Department of Civil Engineering, Bachelor of Technology (B.Tech), インド, 2006年07月, 2010年07月


  • 修士(Transportation) (CEPT University)
  • Doctor of Philosophy (Indian Institute of Technology)




  1. 2022年, 修士課程・博士課程前期, セメスター(前期), Development Technology
  2. 2022年, 修士課程・博士課程前期, 4ターム, Fundamentals of Survey Methodology



  1. ★, Joint analysis of mode and travel-based multitasking choices in Mumbai, India, Travel Behaviour and Society, 27巻, pp. 148-161, 2022
  2. ★, Exploring the Effects of Congestion Pricing on Travel Behavior Responses Using Real-Time, Context-Aware, Stated-Preference Data, Journal of the Eastern Asia Society for Transportation Studies, 14巻, pp. 199-214, 2022
  3. ★, Toward a Comprehensive Understanding of ICT Impacts on Activity-Travel Behavior: Preliminary Results from a Two-week Smartphone-based Survey in Jakarta, Indonesia, Journal of the Eastern Asia Society for Transportation Studies, 14巻, pp. 284-303, 2022
  4. ★, Personalized Incentive Design for Travel Behavior Modification: Preliminary Results from a Novel Experiment in Hiroshima, Japan, Journal of the Eastern Asia Society for Transportation Studies, 14巻, pp. 304-321, 2022
  5. Integrated Framework for Risk and Impact Assessment of Sediment Hazard on a Road Network, Transportation Research Record, 2021
  6. Road network vulnerability and city-level characteristics: A nationwide comparative analysis of Japanese cities, ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE, 48巻, 5号, pp. 1091-1107, 202106
  7. ★, The architecture of complexity in the relationships between information and communication technologies and travel: A review of empirical studies, Transportation Research Interdisciplinary Perspectives, 11巻, 100432号, 2021
  8. ★, Deep learning in transport studies: A meta-analysis on the prediction accuracy., Journal of Big Data Analytics in Transportation, 2巻, pp. 199-220, 2020
  9. ★, Analysis of Travel-Time Use in Crowded Trains using Discrete-Continuous Choices of Commuters in Tokyo, Japan, Transportation Research Record, 2674巻, 2020
  10. ★, On the possibility of short-term traffic prediction during disaster with machine learning approaches: An exploratory analysis, Transport Policy, 98巻, pp. 91-104, 2020
  11. Analysing the ride sharing behaviour in ICT based cab services: A case of Mumbai, India, Transportation Research Procedia, 48巻, pp. 233-246, 2020
  12. Multitasking during Travel in Mumbai, India: Effect of Satiation in Heterogeneous Urban Settings, Journal of Urban Planning and Development, 145巻, 2019
  13. Interrelationships between ICT, social disadvantage, and activity participation behaviour: A case of Mumbai, India., Transportation Research Part A: Policy and Practice, 125巻, 2019
  14. ★, Impact of ICT on multitasking during travel and the value of travel time savings: Empirical evidences from Mumbai, India., Travel Behaviour and Society, 12巻, 2018
  15. Comparison of Traditional and Emerging Paratransit Services in Indian Metropolises with Dissimilar Service Delivery Structures, Asian Transport Studies, 4巻, 2017
  16. Analyzing mode choice for inter-regional travel in India, Transportation Research Procedia, 25`巻, pp. 5220-5234, 2017
  17. A framework to analyze capability and travel in formal and informal urban settings: A case from Mumbai, Journal of Transport Geography, 65巻, pp. 101-110, 2017
  18. Measuring overcrowding in Ahmedabad buses: costs and policy implications., Transportation Research Procedia, 17巻, pp. 145-154, 2016
  19. Analyzing Regional Travel Patterns in India: Disaggregated Analysis of Social, Health and Pilgrimage Trips, Journal of the Eastern Asia Society for Transportation Studies, 11巻, pp. 362-378, 2015



  1. 若手研究, 交通マネジメントのための環境配慮型ICTプラットフォーム構築と利用者の選好分析, 2022年, 2024年