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Tour-based travel demand forecasting model for a university campus

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Listed:
  • Hamad, Khaled
  • Obaid, Lubna

Abstract

The interest in investigating transportation issues at university campuses has been growing worldwide. Given the university travelers’ unique travel patterns and characteristics influenced mainly by students, forecasting the travel demand of university travelers provides a unique opportunity to understand these patterns and seek solutions for transportation problems at such major trip generators. This study aims at developing a travel demand forecasting model (TDFM) for a university campus, which can be vital for testing alternative solutions, strategies, and policies to tackle transportation problems on university campuses, especially those related to sustainable transportation.

Suggested Citation

  • Hamad, Khaled & Obaid, Lubna, 2022. "Tour-based travel demand forecasting model for a university campus," Transport Policy, Elsevier, vol. 117(C), pages 118-137.
    • Handle: RePEc:eee:trapol:v:117:y:2022:i:c:p:118-137
    DOI: 10.1016/j.tranpol.2022.01.001
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    References listed on IDEAS

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    1. Timotheus Klein & Sonja Löwa, 2019. "Applying measures of modelling quality to a national time series: a benchmark for transport demand models," Transportation Planning and Technology, Taylor & Francis Journals, vol. 42(7), pages 679-695, October.
    2. Md Sami Hasnine & Khandker Nurul Habib, 2021. "Tour-based mode choice modelling as the core of an activity-based travel demand modelling framework: a review of state-of-the-art," Transport Reviews, Taylor & Francis Journals, vol. 41(1), pages 5-26, January.
    3. Mohammad Hesam Hafezi & Naznin Sultana Daisy & Lei Liu & Hugh Millward, 2019. "Modelling transport-related pollution emissions for the synthetic baseline population of a large Canadian university," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 23(4), pages 519-533, October.
    4. Guo, Liya & Huang, Shan & Sadek, Adel W., 2013. "A novel agent-based transportation model of a university campus with application to quantifying the environmental cost of parking search," Transportation Research Part A: Policy and Practice, Elsevier, vol. 50(C), pages 86-104.
    5. Mohammad Hesam Hafezi & Naznin Sultana Daisy & Lei Liu & Hugh Millward, 2018. "Daily activity and travel sequences of students, faculty and staff at a large Canadian university," Transportation Planning and Technology, Taylor & Francis Journals, vol. 41(5), pages 536-556, July.
    6. Faza Fawzan Bastarianto & Muhammad Zudhy Irawan & Charisma Choudhury & David Palma & Imam Muthohar, 2019. "A Tour-Based Mode Choice Model for Commuters in Indonesia," Sustainability, MDPI, vol. 11(3), pages 1-20, February.
    7. Hasnine, Md Sami & Habib, Khandker Nurul, 2018. "What about the dynamics in daily travel mode choices? A dynamic discrete choice approach for tour-based mode choice modelling," Transport Policy, Elsevier, vol. 71(C), pages 70-80.
    8. Xueming Chen, 2012. "Statistical and activity-based modeling of university student travel behavior," Transportation Planning and Technology, Taylor & Francis Journals, vol. 35(5), pages 591-610, March.
    9. Shan Huang & Liya Guo & Yan Yang & Irene Casas & Adel W. Sadek, 2012. "Dynamic demand estimation and microscopic traffic simulation of a university campus transportation network," Transportation Planning and Technology, Taylor & Francis Journals, vol. 35(4), pages 449-467, January.
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