A proactive crash risk prediction framework for lane-changing behavior incorporating individual driving styles

Y Zhang, Y Chen, X Gu, NN Sze, J Huang - Accident Analysis & Prevention, 2023 - Elsevier
Driving style may have an important effect on traffic safety. Proactive crash risk prediction for
lane-changing behaviors incorporating individual driving styles can help drivers make safe …

A review of truck driver persona construction for safety management

H Li, W Wang, Y Yao, X Zhao, X Zhang - Accident Analysis & Prevention, 2024 - Elsevier
The trucking industry urgently requires comprehensive methods to evaluate driver safety,
given the high incidence of serious traffic accidents involving trucks. The concept of a “truck …

Driving style recognition and comparisons among driving tasks based on driver behavior in the online car-hailing industry

Y Ma, W Li, K Tang, Z Zhang, S Chen - Accident Analysis & Prevention, 2021 - Elsevier
As a product of the shared economy, online car-hailing platforms can be used effectively to
help maximize resources and alleviate traffic congestion. The driver's behavior is …

Driving style analysis using primitive driving patterns with Bayesian nonparametric approaches

W Wang, J Xi, D Zhao - IEEE Transactions on Intelligent …, 2018 - ieeexplore.ieee.org
Driving style analysis plays a pivotal role in intelligent vehicle design. This paper presents a
novel framework for driving style analysis based on primitive driving patterns. To this end, a …

Using naturalistic driving data to identify driving style based on longitudinal driving operation conditions

N Lyu, Y Wang, C Wu, L Peng… - Journal of intelligent and …, 2022 - ieeexplore.ieee.org
Purpose-An individual's driving style significantly affects overall traffic safety. However,
driving style is difficult to identify due to temporal and spatial differences and scene …

A driving-style-oriented adaptive control strategy based PSO-fuzzy expert algorithm for a plug-in hybrid electric vehicle

X Lin, K Li, L Wang - Expert Systems with Applications, 2022 - Elsevier
The propelling torque of a plug-in hybrid electric vehicle (PHEV) is provided by the engine
and driving motor. However, the driver style has a great influence on the fuel economy …

[HTML][HTML] Development and validation of the Driver Attention Regulation Scale: A measure of the perceived ability to regulation attention on the road

S Love, GS Larue, B Rowland - … research part F: traffic psychology and …, 2024 - Elsevier
The ability to regulate attention while driving is a vital skill for remaining safe on the road.
However, there is no current self-report method that measures such a construct, potentially …

Effect of personality traits on driving style: Psychometric adaption of the multidimensional driving style inventory in a Chinese sample

Y Wang, W Qu, Y Ge, X Sun, K Zhang - PLoS one, 2018 - journals.plos.org
Driving style is an important factor in driving psychology, which is useful for effectively
evaluating driving behaviors. Exploring driving style in a Chinese sample could help …

Study on the driving style adaptive vehicle longitudinal control strategy

J Huang, Y Chen, X Peng, L Hu… - IEEE/CAA Journal of …, 2020 - ieeexplore.ieee.org
This paper presents a fusion control strategy of adaptive cruise control (ACC) and collision
avoidance (CA), which takes into account a driverʼ s behavioral style. First, a questionnaire …

How does background music affect drivers' behaviours, emotions and mood behind the wheel?

J Navarro, V Gaujoux, MC Ouimet, L Ferreri… - … research part F: traffic …, 2023 - Elsevier
The purpose of this study was to better understand how music listening impacts driving
behaviours, two common activities. Driving behaviours were categorized into three levels of …