A Study in Emotion-Aware Adaptive Interaction in Intelligent Vehicle Cockpits

Sihui He, Hexuan Ying, Hao Zhong

2025

Abstract

With the rapid development of intelligent cockpit technology in today's era, the emotional state of drivers has become a significant factor influencing driving safety. Among these, negative emotional behaviors such as ‘road rage’ pose a significant threat to traffic safety. This study focuses on analysing the integrated application of multi-modal emotion recognition and intelligent interaction. It first explores the causes of negative emotions during driving and then examines the technical pathways for emotion recognition from both single-modal and multi-modal perspectives, emphasising the advantages of multi-sensory collaboration in enhancing recognition accuracy and response sensitivity. The study explores an emotion monitoring system based on multi-modal perception and analyses adaptable human-machine interaction mechanisms. The aim is to mitigate driver emotional fluctuations through proactive intervention strategies, thereby enhancing driving safety and cabin experience. Additionally, this study identified current challenges in emotion recognition accuracy, emotion classification dimensions. Based on this, it proposed future development directions, including leveraging deep learning to enhance individual emotional personalisation and optimising the collaborative mechanisms between multi-modal sensors and driving behavior big data. This study provides a theoretical foundation and practical pathways for achieving more emotionally intelligent interaction systems, driving the evolution of intelligent cockpits toward more humanised and emotional directions.

Paper Citation

in Harvard Style

He S., Ying H. and Zhong H. (2025). A Study in Emotion-Aware Adaptive Interaction in Intelligent Vehicle Cockpits. 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 387-393. DOI: 10.5220/0014359000004718

in Bibtex Style

@conference{emiti25,
author={Sihui He and Hexuan Ying and Hao Zhong},
title={A Study in Emotion-Aware Adaptive Interaction in Intelligent Vehicle Cockpits},
booktitle={Proceedings of the 2nd International Conference on Engineering Management, Information Technology and Intelligence - Volume 1: EMITI},
year={2025},
pages={387-393},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0014359000004718},
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 - A Study in Emotion-Aware Adaptive Interaction in Intelligent Vehicle Cockpits
SN - 978-989-758-792-4
AU - He S.
AU - Ying H.
AU - Zhong H.
PY - 2025
SP - 387
EP - 393
DO - 10.5220/0014359000004718
PB - SciTePress