Estimation of Drivers' Emotional States Based on Neuroergonmic Equipment: An Exploratory Study Using fNIRS

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dc.contributor.authorFakhrHosseini, Maryamen
dc.contributor.authorJeon, Myounghoonen
dc.contributor.authorBose, Rahulen
dc.date.accessioned2025-01-08T14:02:06Zen
dc.date.available2025-01-08T14:02:06Zen
dc.date.issued2015en
dc.date.issued2015-09en
dc.description.abstractResearch 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.en
dc.description.versionPublished versionen
dc.format.extentPages 38-43en
dc.format.extent6 page(s)en
dc.format.mimetypeapplication/pdfen
dc.identifier.doihttps://doi.org/10.1145/2809730.2809751en
dc.identifier.orcidJeon, Myounghoon [0000-0003-2908-671X]en
dc.identifier.urihttps://hdl.handle.net/10919/123942en
dc.language.isoenen
dc.publisherACMen
dc.relation.urihttps://doi.org/10.1145/2809730.2809751en
dc.rightsIn Copyrighten
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.subjectAngry Driversen
dc.subjectEmotionsen
dc.subjectExperimenten
dc.subjectfNIRSen
dc.subjectMeasurementen
dc.subjectNeuroimaging Toolsen
dc.subjectRoad Rageen
dc.titleEstimation of Drivers' Emotional States Based on Neuroergonmic Equipment: An Exploratory Study Using fNIRSen
dc.title.serialPROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON AUTOMOTIVE USER INTERFACES AND INTERACTIVE VEHICULAR APPLICATIONS (AUTOMOTIVE UI '15)en
dc.typeConference proceedingen
dc.type.dcmitypeTexten
dc.type.otherProceedings Paperen
dc.type.otherBooken
pubs.finish-date2015-09-03en
pubs.organisational-groupVirginia Techen
pubs.organisational-groupVirginia Tech/Engineeringen
pubs.organisational-groupVirginia Tech/Engineering/Industrial and Systems Engineeringen
pubs.organisational-groupVirginia Tech/All T&R Facultyen
pubs.organisational-groupVirginia Tech/Engineering/COE T&R Facultyen
pubs.start-date2015-09-01en

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