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dc.contributor.authorTsui, Wei-Hsuanen_US
dc.contributor.authorLee, Pomingen_US
dc.contributor.authorHsiao, Tzu-Chienen_US
dc.date.accessioned2014-12-08T15:36:46Z-
dc.date.available2014-12-08T15:36:46Z-
dc.date.issued2013en_US
dc.identifier.isbn978-1-4577-0216-7en_US
dc.identifier.issn1557-170Xen_US
dc.identifier.urihttp://hdl.handle.net/11536/25137-
dc.description.abstractThe automatic emotion recognition technology is an important part of building intelligent systems to prevent the computers acting inappropriately. A novel approach for recognizing emotional state by their keystroke typing patterns on a standard keyboard was developed in recent years. However, there was very limited investigation about the phenomenon itself in the previous literatures. Hence, in our study, we conduct a controlled experiment to collect subjects\' keystroke data in the different emotional states induced by facial feedback. We examine the difference of the keystroke data between positive and negative emotional states. The results prove the significance in the differences in the typing patterns under positive and negative emotions for all subjects. Our study provides an evidence for the reasonability about developing the technique of emotion recognition by keystroke.en_US
dc.language.isoen_USen_US
dc.titleThe Effect of Emotion on Keystroke: An Experimental Study Using Facial Feedback Hypothesisen_US
dc.typeProceedings Paperen_US
dc.identifier.journal2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)en_US
dc.citation.spage2870en_US
dc.citation.epage2873en_US
dc.contributor.department交大名義發表zh_TW
dc.contributor.department分子醫學與生物工程研究所zh_TW
dc.contributor.departmentNational Chiao Tung Universityen_US
dc.contributor.departmentInstitute of Molecular Medicine and Bioengineeringen_US
dc.identifier.wosnumberWOS:000341702103079-
Appears in Collections:Conferences Paper