A review of intelligent driving style analysis systems and related artificial intelligence algorithms

GAM Meiring, HC Myburgh - Sensors, 2015 - mdpi.com
In this paper the various driving style analysis solutions are investigated. An in-depth
investigation is performed to identify the relevant machine learning and artificial intelligence …

The association between the Big Five personality traits and driving behaviors: A systematic review and meta-analysis

X Luo, Y Ge, W Qu - Accident Analysis & Prevention, 2023 - Elsevier
Although a large number of studies have examined the relationship between the Big Five
personality traits and driving behaviors, consistent evidence for their relationships is still …

Factors influencing road safety compliance among food delivery riders: An extension of the job demands-resources (JD-R) model

DQ Nguyen-Phuoc, NAN Nguyen, MH Nguyen… - … research part A: policy …, 2022 - Elsevier
On-demand food delivery involves transport services based on gig-economy models. Food
delivery services rely on motorcycles in many jurisdictions, resulting in safety risks …

Self-report measures of boredom: An updated review of the literature

SJ Vodanovich, JD Watt - The Journal of Psychology, 2016 - Taylor & Francis
ABSTRACT A detailed review of the psychometric measures of boredom was published
approximately 12 years ago (Vodanovich, 2003). Since that time, numerous studies have …

[HTML][HTML] The relationship between aggressive driving and driver performance: A systematic review with meta-analysis

Z Su, R Woodman, J Smyth, M Elliott - Accident Analysis & Prevention, 2023 - Elsevier
Traffic crashes remain a leading cause of accidental human death where aggressive driving
is a significant contributing factor. To review the driver's performance presented in …

Robustness and adaptability of reinforcement learning-based cooperative autonomous driving in mixed-autonomy traffic

R Valiente, B Toghi, R Pedarsani… - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
Building autonomous vehicles (AVs) is a complex problem, but enabling them to operate in
the real world where they will be surrounded by human-driven vehicles (HVs) is extremely …

A fuzzy-logic approach based on driver decision-making behavior modeling and simulation

AIM Almadi, RE Al Mamlook, Y Almarhabi, I Ullah… - Sustainability, 2022 - mdpi.com
The present study proposes a decision-making model based on different models of driver
behavior, aiming to ensure integration between road safety and crash reduction based on …

The impact of personality on driving safety among Chinese high-speed railway drivers

M Guo, W Wei, G Liao, F Chu - Accident Analysis & Prevention, 2016 - Elsevier
This study explored the impact of personality traits on driving safety in high-speed railway
drivers. A sample of high-speed railway drivers in Beijing (N= 214) completed a …

Validation of the Cycling Behavior Questionnaire: a tool for measuring cyclists' road behaviors

SA Useche, L Montoro, JM Tomas… - … research part F: traffic …, 2018 - Elsevier
Introduction Even though cycling is an activity whose benefits in terms of urban mobility and
health are globally recognized, its disproportional growth during the past few decades has …

The relationship between personalities and self-report positive driving behavior in a Chinese sample

B Shen, W Qu, Y Ge, X Sun, K Zhang - PLoS one, 2018 - journals.plos.org
Driving behaviors play an important role in accident involvement. Concretely speaking,
aberrant driving behaviors would cause more accidents, and oppositely positive driving …