Estimation of drivers' emotional states based on Neuroergonmic equipment: an exploratory study using fNIRS
Document Type
Conference Proceeding
Publication Date
2015
Abstract
Research has shown the negative effects of emotions on driving performance and safety, whereas a small number of neuroimaging studies has been conducted to investigate a driver's brain activities while driving with emotions. This study aims to explore angry drivers' oxygen concentration level using functional Near Infrared Spectroscopy (fNIRS). To this end, ten participants drove with induced anger in a scenario where they encountered different hazards. Both cluster analysis and factor analysis showed that we can distinguish their anger state from the neutral state based on fNIRS data. Results are discussed with the application of real-time emotion mitigation system for drivers.
Publication Title
Adjunct Proceedings of the 7th International Conference on Automotive User Interfaces and Interactive Vehicular Applications
Recommended Citation
FakhrHosseini, M.,
Jeon, M.,
&
Bose, R.
(2015).
Estimation of drivers' emotional states based on Neuroergonmic equipment: an exploratory study using fNIRS.
Adjunct Proceedings of the 7th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 38-43.
http://doi.org/10.1145/2809730.2809751
Retrieved from: https://digitalcommons.mtu.edu/cls-fp/48
Publisher's Statement
ACM New York, NY, USA ©2015 . Publisher's version of record: https://doi.org/10.1145/2809730.2809751