Bobin Wang
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View article: Traffic Safety Measures and Assessment
Traffic Safety Measures and Assessment Open
Traffic safety is undergoing a profound transformation, driven by advances in data science, sensing technologies, and computational modeling. Proactive approaches are enabling the early identification of potential hazards, real-time decisi…
View article: Dynamic Life Cycle Assessment of Low-Carbon Transition in Asphalt Pavement Maintenance: A Multi-Scale Case Study Under China’s Dual-Carbon Target
Dynamic Life Cycle Assessment of Low-Carbon Transition in Asphalt Pavement Maintenance: A Multi-Scale Case Study Under China’s Dual-Carbon Target Open
Against the backdrop of China’s “dual-carbon” initiative, this study innovatively applies a process-based life cycle assessment (PLCA) methodology, meticulously tracking energy and carbon flows across material production, transportation, a…
View article: Who is more likely to buy electric vehicles?
Who is more likely to buy electric vehicles? Open
To promote electric vehicles, it is vital to know what impacts the preferences for electric vehicles over conventional fuel-based cars. To address this, a discrete choice experiment is developed and integrated into a survey. An online surv…
View article: Interpretable Machine Learning Approach to Predicting Electric Vehicle Buying Decisions
Interpretable Machine Learning Approach to Predicting Electric Vehicle Buying Decisions Open
To address the problem of climate change emissions from the transport sector, many countries are promoting electric vehicles (EVs). To support such efforts, it is essential to know what influences the choice of an EV over a traditional int…
View article: Application of Machine Learning to Child Mode Choice with a Novel Technique to Optimize Hyperparameters
Application of Machine Learning to Child Mode Choice with a Novel Technique to Optimize Hyperparameters Open
Travel mode choice (TMC) prediction is crucial for transportation planning. Most previous studies have focused on TMC in adults, whereas predicting TMC in children has received less attention. On the other hand, previous children’s TMC pre…
View article: Car Purchase Intention Modeling in the Context of COVID-19: An Integrated Analysis of Impact Range and Impact Asymmetry
Car Purchase Intention Modeling in the Context of COVID-19: An Integrated Analysis of Impact Range and Impact Asymmetry Open
The car purchase intention of noncar owners is closely related to the growth of car ownership and may be changed in the context of COVID-19. This paper aims to investigate the decision-making mechanism of the car purchase intention before …
View article: Exploring the Role of Shared Mobility in Alleviating Private Car Dependence and On-Road Carbon Emissions in the Context of COVID-19
Exploring the Role of Shared Mobility in Alleviating Private Car Dependence and On-Road Carbon Emissions in the Context of COVID-19 Open
Shared mobility is becoming increasingly popular worldwide, and travelers show more complex choice preferences during the post-pandemic era. This study explored the role of shared mobility in the context of coronavirus disease (COVID-19) b…
View article: The Impact of COVID-19 on Travel Mode Choice Behavior in Terms of Shared Mobility: A Case Study in Beijing, China
The Impact of COVID-19 on Travel Mode Choice Behavior in Terms of Shared Mobility: A Case Study in Beijing, China Open
Shared mobility is growing rapidly and changing the mobility landscape. The COVID-19 pandemic has complicated travel mode choice behavior in terms of shared mobility, but the evidence on this impact is limited. To fill this gap, this paper…
View article: A Novel Feature Selection Technique to Better Predict Climate Change Stage of Change
A Novel Feature Selection Technique to Better Predict Climate Change Stage of Change Open
Indications of people’s environmental concern are linked to transport decisions and can provide great support for policymaking on climate change. This study aims to better predict individual climate change stage of change (CC-SoC) based on…
View article: The climate change stage of change measure: vehicle choice experiment
The climate change stage of change measure: vehicle choice experiment Open
Various measures have been proposed and validated to assess environmental motivation and explain peoples’ consumer behavior. However, most of the measures are rather complex, sometimes comprising dozens of items. In order to overcome the a…
View article: Does hedonic framing improve people’s willingness-to-pay for vehicle greenhouse gas emissions?
Does hedonic framing improve people’s willingness-to-pay for vehicle greenhouse gas emissions? Open
The objective of this study is to determine the effects of framing of greenhouse gas emissions information on people's willingness-to-pay for transportation emissions reductions. Six different framing techniques were developed following go…
View article: Influencing Mechanism Analysis of Holiday Activity–Travel Patterns on Transportation Energy Consumption and Emissions in China
Influencing Mechanism Analysis of Holiday Activity–Travel Patterns on Transportation Energy Consumption and Emissions in China Open
Energy shortage and atmospheric pollution problems are getting more serious in China, and transportation is the main source of energy consumption, pollutants, and carbon emissions. This study combined the activity-based analysis method wit…
View article: Stochastic Dynamic Traffic Assignment Model under Emergent Incidents
Stochastic Dynamic Traffic Assignment Model under Emergent Incidents Open
Urban emergent incidents affect transportation operation and result in the rapid spread of traffic congestion in network, so it’s necessary to analyze the dynamic changes of traffic flow distribution under emergent incidents. Therefore, mo…
View article: Investigating the interaction between the parking choice and holiday travel behavior
Investigating the interaction between the parking choice and holiday travel behavior Open
Parking is one of the key links between the urban planning and transportation operation. However, most studies in this field focus on the parking behavior on workdays, and the holiday parking is seldom investigated. This study analyzes the…