The Effects of Typing Demand on Emotional Stress, Mouse and Keystroke Behaviours

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dc.contributor.authorLim, Yee Meien
dc.contributor.authorAyesh, Aladdin, 1972-en
dc.contributor.authorStacey, Martinen
dc.date.accessioned2015-11-10T15:01:35Z
dc.date.available2015-11-10T15:01:35Z
dc.date.issued2015
dc.description.abstractPast research found that cognitive effort is related to emotion, which negative emotion may influence task performance. To enhance learning experience, it is important to have an effective technique to measure user’s emotional and motivational affects for designing an adaptive e-learning system, rather than using a subjective method that is less reliable and accurate. Keystroke and mouse dynamics analyses shed light on a better automated emotion recognition method as compared to physiological methods, as they are cheaper, non-invasive and can be easily set up. This research shows that unification of mouse and keyboard dynamics analyses could be useful in detecting emotional stress, particularly stress induced by time pressure, text length and language familiarity. The changes of mouse and keystroke behaviours of the students are found cohere with their task performance and stress perception. However anomalies in mouse and keystroke behaviours present when the students are pushed beyond their capabilities.en
dc.funderOverseas Employer PhD Studentshipen
dc.identifier.citationLim, Y., Ayesh, A., and Stacey, M. (2015) The Effects of Typing Demand on Emotional Stress, Mouse and Keystroke Behaviours. In: K. Arai, S. Kapoor, and R. Bhatia (Eds.), Intelligent Systems in Science and Information, Studies in Computational Intelligence. Springer International Publishing, pp. 209–225.en
dc.identifier.doihttps://doi.org/10.1007/978-3-319-14654-6_13
dc.identifier.isbn9783319146546
dc.identifier.urihttp://hdl.handle.net/2086/11340
dc.language.isoenen
dc.peerreviewedYesen
dc.projectidtrueen
dc.publisherSpringeren
dc.relation.ispartofseriesStudies in Computational Intelligence;591
dc.researchgroupMobile Cognitive Systems Research Groupen
dc.researchinstituteCyber Technology Institute (CTI)en
dc.researchinstituteInstitute of Artificial Intelligence (IAI)en
dc.subjectEmotional stress;en
dc.subjectKeyboard dynamics;en
dc.subjectMouse dynamics;en
dc.subjectLanguage familiarity;en
dc.subjectText lengthen
dc.titleThe Effects of Typing Demand on Emotional Stress, Mouse and Keystroke Behavioursen
dc.typeBook chapteren

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