
Overview
Background
Carlo Prato is Professor in Transport Engineering at the School of Civil Engineering of The University of Queensland. He has a PhD from the Politecnico di Torino in Italy where he approached the study of travel behaviour by focusing on route choices of car drivers. It is his natural curiosity and passion for behavioural modelling that drives his research into understanding what makes people behave the way they do as pedestrians, cyclists, public transport users, and car drivers.
His research also looks at how people value congestion and reliability of transport systems, react to legislation trying to make their journeys safer, and accept and/or adapt (or not) to novel technologies and mobility solutions. Carlo contributes to the advancement of science in a cross-disciplinary environment by presenting his work in international conferences and publishing his contributions in prestigious journals as well as serving as a reviewer and editorial board member of journals spanning from engineering to psychology and medicine. Recently, Carlo has been named Associate Editor of Transportation Research Part F: Traffic Psychology and Behaviour, the journal of the International Association of Applied Psychology.
Prior to joining UQ’s School of Civil Engineering at the beginning of 2016, Carlo worked at the Technion – Israel Institute of Technology – and the Technical University of Denmark (DTU) where he became Professor in 2013. During his time at DTU, he received the 2014 Pyke Johnson Award from the Transportation Research Board of the U.S. National Academies for the best paper in planning and environment at the 93rd Annual Meeting of the Transportation Research Board: “Estimating value of congestion and value of reliability from the observation of route choice behavior of car drivers” with Thomas K. Rasmussen and Otto A. Nielsen.
Most recently, Carlo was the recipient of the 2017 Partners in Research Excellence Award from The University of Queensland for his work in the partnership with the Port of Brisbane that aims at developing port growth. Awardees for the partnership were also Dr. Alistair Grinham from the School of Civil Engineering, Dr. Peggy Schrobback from the School of Economics, and Mr Rob Nave, General Manager of Infrastructure and Environment of the Port of Brisbane Pty Ltd. The project is to futureproof Brisbane’s largest multi-cargo port in terms of sustainability, transport and economy, regionally and globally.
In 2016, Carlo was invited to join the UQ Self-Assessment Team for the SAGE pilot of the Athena SWAN program, which The University of Queensland is part of in order to address and improve gender equity in the science, technology, engineering, mathematics and medicine (STEMM) disciplines. He is also a member of the equity and diversity group at the Faculty of Engineering, Architecture and Information Technology (EAIT).
Carlo has about 90 peer-reviewed journal papers and over 130 reviewed conference contributions and a coming book with publisher Taylor & Francis Group that will bring him back to his initial interests in traffic: “Route Choice Behaviour and Traffic Assignment Models”.
Availability
- Honorary Professor Carlo Prato is:
- Available for supervision
Qualifications
- Doctor of Philosophy, Politecnico di Torino
Research interests
-
Travel behaviour
-
Traffic psychology
-
Road safety analysis
-
Traffic assignment models
-
Behavioural econometrics
-
Freight modelling
Works
Search Professor Carlo Prato’s works on UQ eSpace
Featured
2015
Journal Article
Stochastic user equilibrium with equilibrated choice sets: Part I - Model formulations under alternative distributions and restrictions
Watling, David Paul, Rasmussen, Thomas Kjaer, Prato, Carlo Giacomo and Nielsen, Otto Anker (2015). Stochastic user equilibrium with equilibrated choice sets: Part I - Model formulations under alternative distributions and restrictions. Transportation Research Part B: Methodological, 77, 166-181. doi: 10.1016/j.trb.2015.03.008
Featured
2015
Journal Article
Stochastic user equilibrium with equilibrated choice sets: Part II - Solving the restricted SUE for the logit family
Rasmussen, Thomas Kjaer, Watling, David Paul, Prato, Carlo Giacomo and Nielsen, Otto Anker (2015). Stochastic user equilibrium with equilibrated choice sets: Part II - Solving the restricted SUE for the logit family. Transportation Research Part B: Methodological, 77, 146-165. doi: 10.1016/j.trb.2015.03.009
Featured
2014
Journal Article
Expanding the applicability of random regret minimization for route choice analysis
Prato, Carlo Giacomo (2014). Expanding the applicability of random regret minimization for route choice analysis. Transportation, 41 (2), 351-375. doi: 10.1007/s11116-013-9489-y
2024
Journal Article
A conflict risk graph approach to modeling spatio-temporal dynamics of intersection safety
Wang, Tao, Ge, Ying-En, Wang, Yongjie, Prato, Carlo G., Chen, Wenqiang and Niu, Yuchen (2024). A conflict risk graph approach to modeling spatio-temporal dynamics of intersection safety. Transportation Research Part C: Emerging Technologies, 169 104874, 1-29. doi: 10.1016/j.trc.2024.104874
2024
Journal Article
Potential demand for coastal shipping in Queensland: a behavioural econometric analysis
Schrobback, Peggy, Irannezhad, Elnaz and Prato, Carlo G. (2024). Potential demand for coastal shipping in Queensland: a behavioural econometric analysis. Maritime Policy and Management, 51 (7), 1558-1581. doi: 10.1080/03088839.2023.2191255
2023
Journal Article
Truck rest stop imputation from GPS data: an interpretable activity-based Continuous Hidden Markov Model
Taghavi, Mehdi, Irannezhad, Elnaz and Prato, Carlo G. (2023). Truck rest stop imputation from GPS data: an interpretable activity-based Continuous Hidden Markov Model. IEEE Access, 11, 143771-143781. doi: 10.1109/access.2023.3344156
2023
Journal Article
Understanding the role of household modality style on first and last mile travel mode choice and public transit station choice
Lu, Ying, Prato, Carlo G., Sipe, Neil and Corcoran, Jonathan (2023). Understanding the role of household modality style on first and last mile travel mode choice and public transit station choice. Travel Behaviour and Society, 32 100580, 1-11. doi: 10.1016/j.tbs.2023.100580
2023
Conference Publication
A deep learning framework to generate synthetic mobility data
Arkangil, Eren, Yildirimoglu, Mehmet, Kim, Jiwon and Prato, Carlo (2023). A deep learning framework to generate synthetic mobility data. 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), Nice, France, 14-16 June 2023. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/mt-its56129.2023.10241677
2023
Journal Article
First and last mile travel mode choice: a systematic review of the empirical literature
Lu, Ying, Kimpton, Anthony, Prato, Carlo G., Sipe, Neil and Corcoran, Jonathan (2023). First and last mile travel mode choice: a systematic review of the empirical literature. International Journal of Sustainable Transportation, 18 (1), 1-14. doi: 10.1080/15568318.2023.2218285
2023
Journal Article
A Bayesian hierarchical approach to the joint modelling of Revealed and stated choices
Li, Zili, Washington, Simon P., Zheng, Zuduo and Prato, Carlo G. (2023). A Bayesian hierarchical approach to the joint modelling of Revealed and stated choices. Journal of Choice Modelling, 47 100419, 100419. doi: 10.1016/j.jocm.2023.100419
2023
Journal Article
Adoption of electric vehicles in a laggard, car-dependent nation: Investigating the potential influence of V2G and broader energy benefits on adoption
Philip, Thara, Whitehead, Jake and Prato, Carlo G. (2023). Adoption of electric vehicles in a laggard, car-dependent nation: Investigating the potential influence of V2G and broader energy benefits on adoption. Transportation Research Part A: Policy and Practice, 167 103555, 1-17. doi: 10.1016/j.tra.2022.11.015
2022
Journal Article
The role of household modality style in first and last mile travel mode choice
Lu, Ying, Prato, Carlo G., Sipe, Neil, Kimpton, Anthony and Corcoran, Jonathan (2022). The role of household modality style in first and last mile travel mode choice. Transportation Research Part A: Policy and Practice, 158, 95-109. doi: 10.1016/j.tra.2022.02.003
2022
Journal Article
Unveiling route choice strategy heterogeneity from smart card data in a large-scale public transport network
Arriagada, Jacqueline, Munizaga, Marcela A., Guevara, C. Angelo and Prato, Carlo (2022). Unveiling route choice strategy heterogeneity from smart card data in a large-scale public transport network. Transportation Research Part C: Emerging Technologies, 134 103467, 103467. doi: 10.1016/j.trc.2021.103467
2021
Journal Article
Investigating yielding behavior of heterogeneous vehicles at a semi-controlled crosswalk
Wang, Yongjie, Su, Qian, Wang, Chao and Prato, Carlo G. (2021). Investigating yielding behavior of heterogeneous vehicles at a semi-controlled crosswalk. Accident Analysis and Prevention, 161 106381, 106381. doi: 10.1016/j.aap.2021.106381
2021
Journal Article
Relevance of detailed transfer attributes in large-scale multimodal route choice models for metropolitan public transport passengers
Nielsen, Otto Anker, Eltved, Morten, Anderson, Marie Karen and Prato, Carlo Giacomo (2021). Relevance of detailed transfer attributes in large-scale multimodal route choice models for metropolitan public transport passengers. Transportation Research Part A: Policy and Practice, 147, 76-92. doi: 10.1016/j.tra.2021.02.010
2021
Journal Article
Disentangling the behavioural side of the first and last mile problem: the role of modality style and the built environment
Lu, Ying, Prato, Carlo G. and Corcoran, Jonathan (2021). Disentangling the behavioural side of the first and last mile problem: the role of modality style and the built environment. Journal of Transport Geography, 91 102936, 1-10. doi: 10.1016/j.jtrangeo.2020.102936
2020
Journal Article
Ranking contributors to traffic crashes on mountainous freeways from an incomplete dataset: A sequential approach of multivariate imputation by chained equations and random forest classifier
Li, Linchao, Prato, Carlo G. and Wang, Yonggang (2020). Ranking contributors to traffic crashes on mountainous freeways from an incomplete dataset: A sequential approach of multivariate imputation by chained equations and random forest classifier. Accident Analysis and Prevention, 146 105744, 105744. doi: 10.1016/j.aap.2020.105744
2020
Journal Article
Modeling Mode Choice of Air Passengers’ Ground Access to Brisbane Airport
Pasha, Md Mosabbir, Hickman, Mark D. and Prato, Carlo G. (2020). Modeling Mode Choice of Air Passengers’ Ground Access to Brisbane Airport. Transportation Research Record, 2674 (11), 756-767. doi: 10.1177/0361198120949534
2020
Journal Article
A generalised model for container drayage operations with heterogeneous fleet, multi-container sizes and two modes of operation
Moghaddam, Mahboobeh, Pearce, Robin H., Mokhtar, Hamid and Prato, Carlo G. (2020). A generalised model for container drayage operations with heterogeneous fleet, multi-container sizes and two modes of operation. Transportation Research Part E: Logistics and Transportation Review, 139 101973, 101973. doi: 10.1016/j.tre.2020.101973
2020
Journal Article
A bivariate random effects spatial model of traffic fatalities and injuries across Provinces of Iran
Besharati, Mohammad Mehdi, Tavakoli Kashani, Ali, Li, Zili, Washington, Simon and Prato, Carlo G. (2020). A bivariate random effects spatial model of traffic fatalities and injuries across Provinces of Iran. Accident Analysis and Prevention, 136 105394, 105394. doi: 10.1016/j.aap.2019.105394
Funding
Past funding
Supervision
Availability
- Honorary Professor Carlo Prato is:
- Available for supervision
Before you email them, read our advice on how to contact a supervisor.
Supervision history
Current supervision
-
Doctor Philosophy
Zonal inference in congestion modelling
Associate Advisor
Other advisors: Professor Zuduo Zheng, Associate Professor Jiwon Kim
-
Doctor Philosophy
Using electric vehicles (EV) as batteries-on-wheels: an investigation of the potential market for EV smart charging
Associate Advisor
-
Master Philosophy
Synthetic Travel Demand Generation using Data-Driven Methods
Associate Advisor
Other advisors: Professor Zuduo Zheng, Associate Professor Jiwon Kim
Completed supervision
-
2021
Doctor Philosophy
Car Ownership: Modelling the Psychological Aspects of Ownership
Principal Advisor
Other advisors: Professor Zuduo Zheng
-
2023
Doctor Philosophy
Pedestrian and Cyclist Interaction with Autonomous Vehicles
Associate Advisor
Other advisors: Professor Mark Hickman
-
2022
Doctor Philosophy
Public Acceptability of Autonomous Vehicles: Does Contextual Consideration Make a Difference?
Associate Advisor
Other advisors: Professor Zuduo Zheng
-
2022
Doctor Philosophy
Understanding the Role of Modality Style in Mode Choice Behaviour Associated with First and Last Mile Travel
Associate Advisor
Other advisors: Honorary Professor Neil Sipe, Professor Jonathan Corcoran
-
2021
Doctor Philosophy
Modelling Air Passengers' Ground Access to and from Brisbane Airport
Associate Advisor
Other advisors: Professor Mark Hickman
-
2020
Doctor Philosophy
Understanding Spatial Dependency Structure in Urban Road Traffic Networks: Methodology and Applications in Short Term Traffic Prediction
Associate Advisor
Other advisors: Associate Professor Jiwon Kim
-
2019
Doctor Philosophy
Detecting Motor Vehicle Crash Blackspots Based on Their Underlying Behavioural, Engineering, and Spatial Cause
Associate Advisor
-
2019
Doctor Philosophy
Strategic Approach In Analysing The Demand For Park-and-Ride Facilities
Associate Advisor
Other advisors: Professor Mark Hickman
-
2018
Doctor Philosophy
Contributions to Behavioural Freight Transport Modelling
Associate Advisor
Other advisors: Professor Mark Hickman
Media
Enquiries
For media enquiries about Honorary Professor Carlo Prato's areas of expertise, story ideas and help finding experts, contact our Media team: