Emotion Detection: Application of the Valence Arousal Space for Rapid Biological Usability Testing to Enhance Universal Access

Emotion is an important mental and physiological state, influencing cognition, perception, learning, communication, decision making, etc. It is considered as a definitive important aspect of user experience (UX), although at least well developed and most of all lacking experimental evidence. This paper deals with an application for emotion detection in usability testing of software. It describes the approach to utilize the valence arousal space for emotion modeling in a formal experiment. Our study revealed correlations between low performance and negative emotional states. Reliable emotion detection in usability tests will help to prevent negative emotions and attitudes in the final products. This can be a great advantage to enhance Universal Access.

[1]  Effie Lai-Chong Law,et al.  Maturing Usability - Quality in Software, Interaction and Value , 2008, Human-Computer Interaction Series.

[2]  A. Ortony,et al.  What's basic about basic emotions? , 1990, Psychological review.

[3]  B. Thomas,et al.  Usability Evaluation In Industry , 1996 .

[4]  Constantine Stephanidis,et al.  Universal Access in the Information Society: Methods, Tools, and Interaction Technologies , 2001, Universal Access in the Information Society.

[5]  Andreas Holzinger,et al.  On Some Aspects of Improving Mobile Applications for the Elderly , 2007, HCI.

[6]  Thierry Pun,et al.  Valence-arousal evaluation using physiological signals in an emotion recall paradigm , 2007, 2007 IEEE International Conference on Systems, Man and Cybernetics.

[7]  H. Schlosberg.  Three dimensions of emotion. , 1954, Psychological review.

[8]  Josef Fink,et al.  Enhancing Universal Access - EEG Based Learnability Assessment , 2007, HCI.

[9]  Martin Ebner,et al.  Successful implementation of user-centered game based learning in higher education: An example from civil engineering , 2007, Comput. Educ..

[10]  A. Conchon,et al.  Applications and services , 2001 .

[11]  J. B. Brooke,et al.  SUS: A 'Quick and Dirty' Usability Scale , 1996 .

[12]  Ray Adams,et al.  Lessons from Ambient Intelligence Prototypes for Universal Access and the User Experience , 2006, Universal Access in Ambient Intelligence Environments.

[13]  A. Isen,et al.  Positive affect facilitates creative problem solving. , 1987, Journal of personality and social psychology.

[14]  Constantine Stephanidis,et al.  Universal access in the information society , 1999, HCI.

[15]  Marc Hassenzahl,et al.  User experience - a research agenda , 2006, Behav. Inf. Technol..

[16]  D. Norman.  Emotional design : why we love (or hate) everyday things , 2004 .

[17]  Ray Adams,et al.  Decision and stress: cognition and e-accessibility in the information workplace , 2007, Universal Access in the Information Society.

[18]  Jonathan Klein,et al.  Frustrating the user on purpose: using biosignals in a pilot study to detect the user's emotional state , 1998, CHI Conference Summary.

[19]  Jennifer Healey,et al.  Toward Machine Emotional Intelligence: Analysis of Affective Physiological State , 2001, IEEE Trans. Pattern Anal. Mach. Intell..

[20]  N. Remmington,et al.  Reexamining the circumplex model of affect. , 2000, Journal of personality and social psychology.

[21]  P. Muter,et al.  User-hostile systems and patterns of psychophysiological activity , 1993 .

[22]  Andreas Holzinger,et al.  Usability engineering methods for software developers , 2005, CACM.

[23]  Patricia A. Urban,et al.  Coping with Diversity , 2003 .

[24]  J. Russell.  A circumplex model of affect. , 1980 .

[25]  Robert D. Ward,et al.  Physiological responses to different WEB page designs , 2003, Int. J. Hum. Comput. Stud..

[26]  Sergei A. Schapkin,et al.  Stress and Managers Performance: Age-Related Changes in Psychophysiological Reactions to Cognitive Load , 2007, HCI.

[27]  J. Stainer,et al.  The Emotions , 1922, Nature.

[28]  C. Stephanidis,et al.  Universal Access in Ambient Intelligence Environments , 2008 .

[29]  Martin Ebner,et al.  Usability Metrics of Time and Stress - Biological Enhanced Performance Test of a University Wide Learning Management System , 2008, USAB.

[30]  Gilbert Cockton,et al.  Putting Value into E-valu-ation , 2008, Maturing Usability.