Song Gao

University of Massachusetts Amherst — United States

Social Sciences · Social Sciences

16h-index1.2kcitations56works3.02yr avg
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Research Topics

Transportation Planning and Optimization(39), Economic and Environmental Valuation(23), Urban Transport and Accessibility(18), Traffic Prediction and Management Techniques(9), Transportation and Mobility Innovations(9)

Publications56 total

Outdoor information panels to convey real-time travel information for transit ridership recovery
International Journal of Sustainable Transportation·2025
An experiential learning-based transit route choice model using large-scale smart-card data
Transportation·2024· 6 cited
Proactive route choice with real-time information: Learning and effects of network complexity and cognitive load
Transportation Research Part C Emerging Technologies·2023· 10 cited
A batch reinforcement learning approach to vacant taxi routing
Transportation Research Part C Emerging Technologies·2022· 9 cited
Looking-Ahead in Route Choice with Real-Time Information: Learning and Effects of Network Complexity and Cognitive Load
SSRN Electronic Journal·2022Open Access
Routing policy choice prediction in a stochastic network: Recursive model and solution algorithm
Transportation Research Part B Methodological·2021· 15 cited
Learning routing policies in a disrupted, congestible network with real-time information: An experimental approach
Transportation Research Part C Emerging Technologies·2019· 16 cited
System-Level Optimization of Multi-Modal Transportation Networks for Energy Efficiency using Personalized Incentives: Formulation, Implementation, and Performance
Transportation Research Record Journal of the Transportation Research Board·2019· 15 cited
A latent-class adaptive routing choice model in stochastic time-dependent networks
Transportation Research Part B Methodological·2019· 16 cited
A Markov decision process approach to vacant taxi routing with e-hailing
Transportation Research Part B Methodological·2019· 116 cited
Anticipatory Dynamic Traffic Sensor Location Problems with Connected Vehicle Technologies
Transportation Science·2018· 9 cited
Application of Back-stepping Method on Innovative Indoor Quadrotor Test Platform
2018
The initial condition problem with complete history dependency in learning models for travel choices
Transportation Research Part B Methodological·2017· 9 citedOpen Access
An exploratory study of instance-based learning for route choice with random travel times
Journal of Choice Modelling·2017· 22 cited
The initial condition problem with complete history dependency in learning models for travel choices
Transportation research procedia·2017· 9 citedOpen Access
Modeling Effects of Forward Glance Durations on Latent Hazard Detection
Transportation Research Record Journal of the Transportation Research Board·2017· 9 cited
The Research on Consumer Decision Process and Problem Recognition
2016· 2 citedOpen Access
On the Risk Assessment of Storm Surge Disasters in the Coastal Areas of Qingdao
2016Open Access
The design of electronic micro-distance measure device with high precision
2015
A Recursive Logit Model for Routing Policy Choice
2015
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Frequent Co-authors

Moshe Ben‐Akiva(13), Emma Frejinger(5), Wen Yang(4), Xinlian Yu(4), Donald L. Fisher(4), Hyoshin Park(3), He Huang(3), Michael Razo(3), Eran Ben-Elia(3), Erik Jenelius(3), Mahmood Rahmani(3), Sayeeda Bint Ayaz(3), Hengliang Tian(3), C. Ángelo Guevara(3), Zheng Wei(2), Xianbiao Hu(2), Xuan Lu(2), Jing Ding(2), Siby Samuel(2), John Collura(2)