A multimodal psychological, physiological and behavioural dataset for human emotions in driving tasks

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dc.contributor.authorLi, Wenbo
dc.contributor.authorTan, Ruichen
dc.contributor.authorXing, Yang
dc.contributor.authorLi, Guofa
dc.contributor.authorLi, Shen
dc.contributor.authorZeng, Guanzhong
dc.contributor.authorWang, Peizhi
dc.contributor.authorZhang, Bingbing
dc.contributor.authorSu, Xinyu
dc.contributor.authorPi, Dawei
dc.contributor.authorGuo, Gang
dc.contributor.authorCao, Dongpu
dc.date.accessioned2022-08-18T14:21:09Z
dc.date.available2022-08-18T14:21:09Z
dc.date.issued2022-08-06
dc.description.abstractHuman emotions are integral to daily tasks, and driving is now a typical daily task. Creating a multi-modal human emotion dataset in driving tasks is an essential step in human emotion studies. we conducted three experiments to collect multimodal psychological, physiological and behavioural dataset for human emotions (PPB-Emo). In Experiment I, 27 participants were recruited, the in-depth interview method was employed to explore the driver’s viewpoints on driving scenarios that induce different emotions. For Experiment II, 409 participants were recruited, a questionnaire survey was conducted to obtain driving scenarios information that induces human drivers to produce specific emotions, and the results were used as the basis for selecting video-audio stimulus materials. In Experiment III, 40 participants were recruited, and the psychological data and physiological data, as well as their behavioural data were collected of all participants in 280 times driving tasks. The PPB-Emo dataset will largely support the analysis of human emotion in driving tasks. Moreover, The PPB-Emo dataset will also benefit human emotion research in other daily tasks.en_UK
dc.identifier.citationLi W, Tan R, Xing Y, et al., (2022) A multimodal psychological, physiological and behavioural dataset for human emotions in driving tasks, Scientific Data, Volume 9, 2022, Article number 481en_UK
dc.identifier.issn2052-4463
dc.identifier.urihttps://doi.org/10.1038/s41597-022-01557-2
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/18332
dc.language.isoenen_UK
dc.publisherNature Publishing Groupen_UK
dc.rightsAttribution 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectelectroencephalogram measurementen_UK
dc.subjectdriving behaviour measurementen_UK
dc.subjectface expression, body gesture and road scenario measurementen_UK
dc.subjectemotion and personalityen_UK
dc.subjectelectroencephalography (EEG)en_UK
dc.subjectdriving simulatoren_UK
dc.subjectvisual observation methoden_UK
dc.subjectself-reported scaleen_UK
dc.titleA multimodal psychological, physiological and behavioural dataset for human emotions in driving tasksen_UK
dc.typeArticleen_UK

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