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Honorary Professor Carlo Prato
Honorary Professor

Carlo Prato

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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

169 works between 2005 and 2023

1 - 20 of 169 works

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

Stochastic user equilibrium with equilibrated choice sets: Part I - Model formulations under alternative distributions and restrictions

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

Stochastic user equilibrium with equilibrated choice sets: Part II - Solving the restricted SUE for the logit family

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

Expanding the applicability of random regret minimization for route choice analysis

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

Truck rest stop imputation from GPS data: an interpretable activity-based Continuous Hidden Markov Model

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

Understanding the role of household modality style on first and last mile travel mode choice and public transit station choice

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

A deep learning framework to generate synthetic mobility data

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

First and last mile travel mode choice: a systematic review of the empirical literature

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. doi: 10.1016/j.jocm.2023.100419

A Bayesian hierarchical approach to the joint modelling of Revealed and stated choices

2023

Journal Article

Potential demand for coastal shipping in Queensland: a behavioural econometric analysis

Schrobback, Peggy, Irannezhad, Elnaz and Prato, Carlo G. (2023). Potential demand for coastal shipping in Queensland: a behavioural econometric analysis. Maritime Policy and Management, 51 (7), 1-24. doi: 10.1080/03088839.2023.2191255

Potential demand for coastal shipping in Queensland: a behavioural econometric analysis

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

Adoption of electric vehicles in a laggard, car-dependent nation: Investigating the potential influence of V2G and broader energy benefits on adoption

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

The role of household modality style in first and last mile travel mode choice

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

Unveiling route choice strategy heterogeneity from smart card data in a large-scale public transport network

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

Investigating yielding behavior of heterogeneous vehicles at a semi-controlled crosswalk

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

Relevance of detailed transfer attributes in large-scale multimodal route choice models for metropolitan public transport passengers

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

Disentangling the behavioural side of the first and last mile problem: the role of modality style and the built environment

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

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

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

Modeling Mode Choice of Air Passengers’ Ground Access to Brisbane Airport

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

A generalised model for container drayage operations with heterogeneous fleet, multi-container sizes and two modes of operation

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

A bivariate random effects spatial model of traffic fatalities and injuries across Provinces of Iran

2020

Journal Article

A route choice model for capturing driver preferences when driving electric and conventional vehicles

Jensen, Anders F., Rasmussen, Thomas K. and Prato, Carlo G. (2020). A route choice model for capturing driver preferences when driving electric and conventional vehicles. Sustainability, 12 (3) 1149, 1149. doi: 10.3390/su12031149

A route choice model for capturing driver preferences when driving electric and conventional vehicles

Funding

Past funding

  • 2021 - 2023
    Longitudinal and spatial database of vehicle ownership and energy consumption
    Australian Urban Research Infrastructure Network
    Open grant
  • 2020 - 2023
    Australian Transport Research Cloud (ATRC) Platform
    University of Melbourne
    Open grant
  • 2020 - 2024
    Odin Pass: A Mobility-as-a-Service (MaaS) Trial at UQ St Lucia
    iMove Cooperative Research Centre
    Open grant
  • 2019 - 2022
    An Integrated Demographic and Transport Demand Modelling Framework (ID-TDM)
    iMove Cooperative Research Centre
    Open grant

Supervision

Availability

Honorary Professor Carlo Prato is:
Available for supervision

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Supervision history

Current supervision

  • Doctor Philosophy

    Using electric vehicles (EV) as batteries-on-wheels: an investigation of the potential market for EV smart charging

    Associate Advisor

  • Doctor Philosophy

    Zonal inference in congestion modelling

    Associate Advisor

    Other advisors: Professor Zuduo Zheng, Associate Professor Jiwon Kim

Completed supervision

Media

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