[HTML][HTML] Personality trait prediction by machine learning using physiological data and driving behavior

M Evin, A Hidalgo-Munoz, AJ Béquet, F Moreau… - Machine Learning with …, 2022 - Elsevier
This article explores the influence of personality on physiological data while driving in
reaction to near crashes and risky situations using Machine Learning (ML). The objective is …

Evaluation of driver stress intervention with guided breathing and positive comments

X Zhou, G He, H Zhu, Y Wang, W Zhang - Applied Ergonomics, 2024 - Elsevier
While many methods have been proposed to detect driver stress with high accuracy, few
studies have explored how to mitigate stress during driving effectively. This study proposed …

Audiovisual Affect Recognition for Autonomous Vehicles: Applications and Future Agendas

V Karas, DM Schuller… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Emotion and a broader range of affective and cognitive states play an important role on the
road. While this has been predominantly investigated in terms of driver safety, the …

Design and evaluation of a clippable and personalizable pneumatic-haptic feedback device for breathing guidance

KY Choi, N ElHaouij, J Lee, RW Picard… - Proceedings of the ACM …, 2022 - dl.acm.org
To assist people in practicing mindful breathing and regulate their perceived workload while
not disturbing the ongoing foreground task during daily routines, we developed a mobile …

Subtle interactions for distress regulation: Efficiency of a haptic wearable according to personality

AJ Béquet, AR Hidalgo-Muñoz, F Moreau… - International Journal of …, 2022 - Elsevier
The incorporation of empathic systems in everyday life draws a lot of attention from society.
Specifically, the use of wearables to perform stress regulation is a growing field of research …

Contactless vital sign monitoring system for in-vehicle driver monitoring using a near-infrared time-of-flight camera

K Guo, T Zhai, MH Purushothama, A Dobre, S Meah… - Applied Sciences, 2022 - mdpi.com
We demonstrate a Contactless Vital Sign Monitoring (CVSM) system and road-test the
system for in-cabin driver monitoring using a near-infrared indirect Time-of-Flight (ToF) …

Emotion-matched in-vehicle assistants: an exploration in regulating drivers' incidental emotions and enhancing takeover performance and situational awareness

Y Zhao, K Jiang, Z Yu, Z Huang - Cognition, Technology & Work, 2024 - Springer
In conditional autonomous driving, drivers are prone to experiencing incidental emotions
during non-driving tasks, which are unrelated to driving decisions but may have negative …

A descriptive analysis of a formative decade of research in affective haptic system design

P Vyas, UM Desai, K Yamakawa… - Proceedings of the 2023 …, 2023 - dl.acm.org
The global pandemic exposed serious drawbacks in relying on communication modalities in
which social touch, however important, is absent. Considerable research has explored …

[HTML][HTML] A prevalence study of driving anxiety in France

A Fort, M Evennou, C Jallais, B Charbotel… - Journal of Transport & …, 2023 - Elsevier
Introduction Driving anxiety can be deleterious for individual mobility, driving behaviour, and
well-being. This phenomenon seems to be relatively common in all industrialized societies …

Individualized stress detection using an unmodified car steering wheel

S Balters, N Gowda, F Ordonez, PE Paredes - Scientific reports, 2021 - nature.com
In-car passive stress sensing could enable the monitoring of stress biomarkers while driving
and reach millions of commuters daily (ie, 123 million daily commuters in the US alone) …