Please use this identifier to cite or link to this item: http://buratest.brunel.ac.uk/handle/2438/13260
Title: Towards estimating computer users' mood from interaction behaviour with keyboard and mouse
Authors: Khan, IA
Brinkman, W-P
Hierons, R
Keywords: Keyboard;Mouse;Interaction;Mood measure;Computer users;Programming
Issue Date: 2013
Publisher: Higher Education Press and Springer-Verlag Berlin Heidelberg
Citation: Frontiers of Computer Science, 7(6), pp. 943 - 954, (2013)
Abstract: The purpose of this exploratory research was to study the relationship between the mood of computer users and their use of keyboard and mouse to examine the possibility of creating a generic or individualized mood measure. To examine this, a field study (n = 26) and a controlled study (n = 16) were conducted. In the field study, interaction data and self-reported mood measurements were collected during normal PC use over several days. In the controlled study, participants worked on a programming task while listening to high or low arousing background music. Besides subjective mood measurement, galvanic skin response (GSR) data was also collected. Results found no generic relationship between the interaction data and the mood data. However, the results of the studies found significant average correlations between mood measurement and personalized regression models based on keyboard and mouse interaction data. Together the results suggest that individualized mood prediction is possible from interaction behaviour with keyboard and mouse.
URI: http://link.springer.com/article/10.1007%2Fs11704-013-2331-z
http://bura.brunel.ac.uk/handle/2438/13260
DOI: http://dx.doi.org/10.1007/s11704-013-2331-z
ISSN: 2095-2228
Appears in Collections:Dept of Computer Science Research Papers

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