Faculty
Jinhua Zhao

Publications

Wang, Shenhao, Baichuan Mo, and Jinhua Zhao. "Deep Neural Networks for Choice Analysis: Architecture Design with Alternative-Specific Utility Functions." Transportation Research Part C (2020).
Zhao, Zhan, Haris N. Koutsopoulos, and Jinhua Zhao. "Discovering Latent Activity Patterns from Transit Smart Card Data: A Spatiotemporal Topic Model." Transportation Research Part C (2020).
Moody, Joanna, and Jinhua Zhao. "Car Pride and its Bidirectional Relations with Car Ownership: Case Studies in New York City and Houston." Transportation Research Part A. 124 (2019): 334-353.
Wen, Jian, Neema Nassir, and Jinhua Zhao. "Value of Demand Information in Autonomous Mobility-on-Demand Systems." Transportation Research Part A (2019).
Moody, Joanna, Scott Middleton, and Jinhua Zhao. "Rider-To-Rider Discriminatory Attitudes and Ridesharing Behavior." Transportation Research Part F (2019).
Freemark, Yonah, Anne Hudson, and Jinhua Zhao. "Are cities prepared for autonomous vehicles? Planning for technological change by U.S. local governments." Journal of the American Planning Association (2019).
Wang, Shenhao, and Jinhua Zhao. "Risk Preference and Adoption of Autonomous Vehicles." Transportation Research Part A (2019).
Middleton, Scott, and Jinhua Zhao. "Discriminatory Attitudes between Ridesharing Passengers." Transportation (2019).
Rosenfield, Adam, John Attanucci, and Jinhua Zhao. "A Randomized Controlled Trial in Travel Demand Management." Transportation (2019).
Moody, Joanna, Nate Bailey, and Jinhua Zhao. "Public Perceptions of Autonomous Vehicle Safety: An International Comparison." Safety Science (2019).
Freemark, Yonah, Anne Woodbridge Hudson, and Jinhua Zhao. "Are Cities Prepared for Autonomous Vehicles? Planning for Technological Change by U.S. Local Governments." Journal of the American Planning Association. 85.2 (2019): 151.
Chun, Jungwoo, Joanna Moody, and Jinhua Zhao. "Transportation Policymaking in Beijing and Shanghai: Contributors, Obstacles, and Process." Case Studies on Transport Policy (2019).
Librino, Federico, et al. "Home-work Carpooling for Social Mixing." Transportation (2019).
Gao, Jingkang, and Jinhua Zhao. "Morality vs. Legitimacy: Why do the Chinese Obey the Law?" Law and Human Behavior (2018).
Shen, Yu, Xiaohu Zhang, and Jinhua Zhao. "Understanding the usage of dockless bike sharing in Singapore." International Journal of Sustainable Transportation (2018).
Zhao, Zhan, Haris N. Koutsopoulos, and Jinhua Zhao. "Individual mobility prediction using transit smart card data." Transportation Research Part C (2018).
Zhao, Zhan, Haris N. Koutsopoulos, and Jinhua Zhao. "Detecting Pattern Changes in Individual Travel Behavior: A Bayesian Approach." Transportation Research Part B (2018).
Zhang, Hongmou, and Jinhua Zhao. "Mobility Sharing as a Preference Matching Problem." IEEE Transactions on Intelligent Transportation Systems (2018).
Gao, Jingkang, and Jinhua Zhao. "Legitimacy vs morality: Why do the Chinese obey the law?" Law and Human Behavior. 42.2 (2018).
Zhang, Hongmou, and Jinhua Zhao. "Mobility Sharing as a Preference Matching Problem." IEEE Transactions on Intelligent Transportation Systems (2018).
Wen, Jian, et al. "Transit-Oriented Autonomous Vehicle Operation with Integrated Demand-Supply Interaction." Transportation Research Part C (2018).
Noursalehi, Peyman, Haris N. Koutsopoulos, and Jinhua Zhao. "Real time transit demand prediction capturing station interactions and impact of special events." Transportation Research Part C (2018).
Mo, Baichuan, Yu Shen, and Jinhua Zhao. "Impact of Built Environment on First- and Last-Mile Travel Mode Choice." Transportation Research Record (2018).
Wang, Shenhao, and Jinhua Zhao. "The distributional effects of lotteries and auctions—License plate regulations in Guangzhou." Transportation Research Part A. 106 (2017): 473-483.
Goulet-Langlois, Gabriel, et al. "Measuring Regularity of Individual Travel Patterns." IEEE Transactions on Intelligent Transportation Systems (2017).
Guo, Zhan, et al. "Redesigning subway map to mitigate bottleneck congestion: An experiment in Washington DC using Mechanical Turk." Transportation Research Part A. 106 (2017): 158-169.
Morales-Sarriera, Javier, et al. "To Share or Not To Share Investigating the Social Aspects of Dynamic Ridesharing." Journal of the Transportation Research Board. 2605 (2017): 109-117.
Liu, Liu, et al. "C-IMAGE: city cognitive mapping through geo-tagged photos." GeoJournal. 81.6 (2016): 817-861.
O'Sullivan, Aidan, et al. "Uncertainty in Bus Arrival Time Predictions: Treating Heteroscedasticity With a Metamodel Approach." IEEE Transactions on Intelligent Transportation Systems. 17.11 (2016): 3286-3296.
Goulet-Langlois, Gabriel, Haris N. Koutsopoulos, and Jinhua Zhao. "Inferring Patterns in the Multi-week Activity Sequences of Public Transport Users." Transportation Research Part C (2016): 1-16.
Halvorsen, Anne, et al. "Reducing Subway Crowding: Analysis of an Off-Peak Discount Experiment in Hong Kong." Journal of the Transportation Research Board. 2544 (2016): 38-46.
Zhao, Jinhua, and David Block-Schachter. Shaping Rapidly Growing Chinese Cities: Lessons in the Behavioural Impacts of Transport Finance Choices." Improving Urban Access: New Approaches to Funding Transport Investment. Routledge, 2016.
Guo, Zhan, Alexandra Derian, and Jinhua Zhao. "Smart Devices and Travel Time Use by Bus Passengers in Vancouver, Canada." International Journal of Sustainable Transportation. 9.5 (2015): 335-347 .
Block-Schachter, David, and Jinhua Zhao. "Hysteresis and Urban Rail: The Effects of Past Urban Rail on Current Residential and Travel Choices." European Journal of Transport and Infrastructure Research. 15.1 (2015).
Xiao, Yuan, and Jinhua Zhao Fixing China’s Distorted Urban Land Quota System. Paulson Policy Memorandum. Chicago, IL: Paulson Institute, 2015.
Shen, Yu, and Jinhua Zhao. "Capacity Constrained Accessibility of High-Speed Rail." Transportation (2015).
Zhao, Jinhua, Valerie Webb, and Punit Shah. "Customer Loyalty Differences Between Captive and Choice Transit Riders." Journal of the Transportation Research Board. 2415 (2014): 80-88.
Zhao, Jinhua, and Tim Baird ‘Nudging’ Active Travel: A Framework for Behavioral Interventions Using Mobile Technology. Transportation Research Board (TRB) Annual Conference., 2014.
Yang, Ming, et al. The Rise and Decline of the Bicycle in Beijing. Transportation Research Board (TRB) Annual Conference., 2014.
Frumin, Michael, Jinhua Zhao, and Nigel Wilson. "Automatic Data for Applied Railway Management: A Case Study on the London Overground." Journal of the Transportation Research Board (2013).
Zhao, Zhan, Jinhua Zhao, and Qing Shen. "Has Shanghai’s Transportation Demand Passed Its Peak Growth?" Journal of the Transportation Research Board. 2394 (2013): 85-92.
Chen, Xiaojie, and Jinhua Zhao. "Bidding to Drive: Car License Auction Policy in Shanghai and Its Public Acceptance." Transport Policy. 27 (2012): 39-52.
Zhao, Jinhua. "A Subjective Measure of Car Dependence." Journal of the Transportation Research Board. 2231 (2011).
Wilson, Nigel, Jinhua Zhao, and Adam Rahbee. The Potential Impact of Automated Data Collection Systems on Urban Public Transport Planning." Schedule-Based Modeling of Transportation Networks: Theory and Applications. Springer, 2009. 75-99.