An emotion classification model for driver emotion recognition using electroencephalography (EEG)

TA Gamage, LP Kalansooriya… - … Conference on Smart …, 2022 - ieeexplore.ieee.org
Road accidents have been a critical issue that has resulted in fatal injuries, disabilities, and
deaths for many individuals worldwide. The notion of Human-Computer Interaction (HCI) is …

Driving risk identification of urban arterial and collector roads based on multi-scale data

X Yan, J He, G Wu, S Sun, C Wang, Z Fang… - Accident Analysis & …, 2024 - Elsevier
Urban arterial and collector roads, while interconnected within the urban transportation
network, serve distinct purposes, leading to different driving risk profiles. Investigating these …

Exploring driving anger-caused impairment of takeover performance among professional taxi drivers during partially automated driving

H Pan, W Payre, Z Gao, Y Wang - Accident Analysis & Prevention, 2024 - Elsevier
Partially automated systems are expected to reduce road crashes related to human error,
even amongst professional drivers. Consequently, the applications of these systems into the …

[HTML][HTML] The effects of personality and attitude on risky driving behavior among public van drivers: Hierarchical modeling

W Tanglai, CF Chen, C Rattanapan, O Laosee - Safety and health at work, 2022 - Elsevier
Background Traffic injuries have become a significant public health problem in low-and
middle-income countries. Several studies have examined the role of personality and attitude …

Driver's visual attention characteristics and their emotional influencing mechanism under different cognitive tasks

Y Liu, X Wang, L Chen, S Liu, J Han, H Shi… - International journal of …, 2022 - mdpi.com
The visual attention system is the gateway to the human information processing system, and
emotion is an important part of the human perceptual system. In this paper, the driver's visual …

Real-time driving behavior identification based on multi-source data fusion

Y Ma, Z Xie, S Chen, Y Wu, F Qiao - International journal of environmental …, 2021 - mdpi.com
Real-time driving behavior identification has a wide range of applications in monitoring
driver states and predicting driving risks. In contrast to the traditional approaches that were …

Effect of emotion on galvanic skin response and vehicle control data during simulated driving

M Lee, S Lee, S Hwang, S Lim, JH Yang - Transportation research part F …, 2023 - Elsevier
Purpose This study aims to investigate the effect of driver emotion on the physiological and
vehicle control data and the possibility of predicting the driver emotion to enhance the …

How does a driver feel behind the wheel? An exploratory study of drivers' emotions and the effect of their sociodemographic background

S Sheikholeslami, M Saffarzadeh, AR Mamdoohi… - Accident Analysis & …, 2023 - Elsevier
Recent driving behaviour theories with motivational approaches have paid considerable
attention to the cognitive characteristics of the driver, especially emotions. The role of drivers' …

Research on emotion activation efficiency of different drivers

X Wang, Y Liu, L Chen, H Shi, J Han, S Liu, F Zhong - Sustainability, 2022 - mdpi.com
Emotion is an implicit psychological characteristic that changes over time. When it
accumulates to a certain extent, it will be accompanied by certain external manifestations …

Investigating emotion fluctuations in driving behaviors of online car-hailing drivers using naturalistic driving data

Y Ma, Y Xing, S Chen, Y Wu - Travel Behaviour and Society, 2024 - Elsevier
Research has shown that a driver's emotional state is closely related to the driver's driving
behavior. However, most studies have focused on the impact of static and discrete emotions …