The Effect of Road Rage Mood Changes on Driving Safety and Intelligent Regulation Strategies

Jiaxi Li, Shuo Li, Peixuan Zuo

2025

Abstract

With the continuous growth in the global number of motor vehicles, traffic safety has become a critical concern for policymakers, urban planners, and individuals alike. Through questionnaire survey, the characteristics involve various factors such as living environment and personal habits are collected. The findings underscore the necessity of targeted interventions to enhance road safety. Key measures include route optimization to reduce financial strain on commercial drivers, mindfulness-based programs to mitigate distraction from family-related stress, and congestion alert systems supported by intelligent transport infrastructure. Integrating stress management into driver training also contributes to lowering the risk of incidents associated with emotional or cognitive overload. To support effective implementation, lightweight computational models—such as pruned neural networks or decision tree ensembles—are recommended for their balance of predictive performance and computational efficiency. A hybrid cloud-edge architecture is further proposed to optimize real-time processing: latency-sensitive tasks are handled locally, while computationally intensive operations are offloaded to the cloud. This strategy enables the deployment of advanced safety functions without requiring substantial hardware investment, making it suitable for settings with limited technical resources.

Paper Citation

in Harvard Style

Li J., Li S. and Zuo P. (2025). The Effect of Road Rage Mood Changes on Driving Safety and Intelligent Regulation Strategies. In Proceedings of the 2nd International Conference on Engineering Management, Information Technology and Intelligence - Volume 1: EMITI; ISBN 978-989-758-792-4, SciTePress, pages 71-78. DOI: 10.5220/0014320600004718

in Bibtex Style

@conference{emiti25,
author={Jiaxi Li and Shuo Li and Peixuan Zuo},
title={The Effect of Road Rage Mood Changes on Driving Safety and Intelligent Regulation Strategies},
booktitle={Proceedings of the 2nd International Conference on Engineering Management, Information Technology and Intelligence - Volume 1: EMITI},
year={2025},
pages={71-78},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0014320600004718},
isbn={978-989-758-792-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Engineering Management, Information Technology and Intelligence - Volume 1: EMITI
TI - The Effect of Road Rage Mood Changes on Driving Safety and Intelligent Regulation Strategies
SN - 978-989-758-792-4
AU - Li J.
AU - Li S.
AU - Zuo P.
PY - 2025
SP - 71
EP - 78
DO - 10.5220/0014320600004718
PB - SciTePress