Feature selection for driving style and skill clustering using naturalistic driving data and driving behavior questionnaire

Y Chen, K Wang, JJ Lu - Accident Analysis & Prevention, 2023 - Elsevier
Driver's driving style and driving skill have an essential influence on traffic safety, capacity,
and efficiency. Through clustering algorithms, extensive studies explore the risk assessment …

Can we adapt to highly automated vehicles as passengers? The mediating effect of trust and situational awareness on role adaption moderated by automated driving …

Y Lu, B Yi, X Song, S Zhao, J Wang, H Cao - Transportation research part F …, 2022 - Elsevier
The emergence of highly automated driving technology provides safe and convenient travel
while also causing user inadaptation. Therefore, based on human factors engineering, it is …

Evidence of automated vehicle safety's influence on people's acceptance of the automated driving technology

S Wang, Z Li, Y Wang, W Zhao, T Liu - Accident Analysis & Prevention, 2024 - Elsevier
Existing studies identified targeted audiences showing increases in Automated Vehicles
(AV) acceptance after experiencing automated driving. However, there is still uncertainty …

What is the public really concerned about the AV crash? Insights from a combined analysis of social media and questionnaire survey

P Jing, B Wang, Y Cai, B Wang, J Huang… - … Forecasting and Social …, 2023 - Elsevier
Autonomous vehicles (AVs) will bring considerable benefits to individuals and society, while
the process of AVs' popularity may not always be smooth. Sometimes crashes are …

Driver-automated vehicle interaction in mixed traffic: Types of interaction and drivers' driving styles

Z Ma, Y Zhang - Human factors, 2024 - journals.sagepub.com
Objective This study investigated drivers' subjective feelings and decision making in mixed
traffic by quantifying driver's driving style and type of interaction. Background Human-driven …

Initial trust formation on shared autonomous vehicles: Exploring the effects of personality-, transfer-and performance-based stimuli

M Wu, KF Yuen - Transportation Research Part A: Policy and Practice, 2023 - Elsevier
Building initial trust is critical for the acceptance of shared autonomous vehicles (SAVs).
Initial trust determines whether this emerging mobility solution will be accepted when it is …

Influences of personal driving styles and experienced system characteristics on driving style preferences in automated driving

L Vasile, B Seitz, V Staab, M Liebherr, C Däsch… - Applied Sciences, 2023 - mdpi.com
As automated driving technology continues to advance, the question of how users prefer to
be driven in their new, more passive role is becoming increasingly relevant. In this paper, a …

Should my automated car drive as I do? Investigating speed preferences of drivengers in various driving conditions

M Delmas, V Camps, C Lemercier - PLoS one, 2023 - journals.plos.org
Studies investigating the question of how automated cars (ACs) should drive converge to
show that a personalized automated driving-style, ie, mimicking the driving-style of the …

Comparing subjective similarity of automated driving styles to objective distance-based similarity

AV Kamaraj, J Lee, JE Domeyer, SY Liu… - Human …, 2024 - journals.sagepub.com
Objective This study explores subjective and objective driving style similarity to identify how
similarity can be used to develop driver-compatible vehicle automation. Background …

Driving aggressively or conservatively? Investigating the effects of automated vehicle interaction type and road event on drivers' trust and preferred driving style

Y Lee, M Dong, V Krishnamoorthy, K Akash… - Human …, 2023 - journals.sagepub.com
Objective This study aimed to investigate the impact of automated vehicle (AV) interaction
mode on drivers' trust and preferred driving styles in response to pedestrian-and traffic …