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http://dx.doi.org/10.5392/JKCA.2015.15.05.132

Evaluating User Experience of Smart Television Using Emotional Representation Language  

Byun, Dae-Ho (경성대학교 경제금융물류학부)
Publication Information
Abstract
Smart television(TV) is replacing the traditional television model and the importance of user experience(UX) is rising. User experience evaluates the emotion state of users such as immersion, pleasure, and interest. User experience together with usability is a principle to be considered as for designing a smart television. It contributes to improve user satisfaction and lead to the long-term purchase. User experience is more difficult to measure than usability, because UX evaluation requires to biological and psychological techniques. However, the disadvantages of these physiological and psychological techniques require high experimental costs and the restriction of experimental environment. The objective of this paper is first to review conventional methods regarding UX evaluation and suggests a new method for measuring the UX of smart TV which detects keywords related emotional representation. The text is acquired from purchase postscripts of smart TV in the Internet shopping malls. This method costs less than the questionnaire survey to detect emotion.
Keywords
Smart Television; User Experience; Emotional Representation Language; Purchase Postscript; Text Analysis;
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Times Cited By KSCI : 2  (Citation Analysis)
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1 김재호, "2D에니메이션의 감정표현에 대한 기초분석-일본애니메이션 TV물에 표현된 이미지," 한국콘텐츠학회지, 제6권, 제3호, pp.68-71, 2008.   DOI
2 변대호, "스마트TV의 사용성 평가방법," 디지털융복합연구, 제11권, 제5호, pp.31-39, 2013.   DOI
3 변대호, "스마트TV의 제품선정방법," 제12권, 제3호, pp.66-77, 2014.
4 이원경, "감정동사의 분류와 특성분석," 담화와 인지, 제13권, 제1호, pp.163-182, 2006.
5 N. Alvarado, "A reconsideration of the structure of the emotion lexicon," Motivation and Emotion, Vol.22, No.4, pp.329-344, 1998.   DOI   ScienceOn
6 A. Balahur, J. M. Hermida, and A. Montoyo, "Detecting implicit expressions of emotion in text: A comparative analysis," Decision Support Systems, Vol.53, pp.742-753, 2012.   DOI   ScienceOn
7 N. Bolger, A. Davis, and E. Rafaeli, "Diary methods: Capturing life as it is lived," Annual Review of Psychology, Vol.54, pp.579-616, 2013.
8 P. M. A. Desmet, C. J. Overbeeke, and S. J. E. T. Tax, "Designing products with added emotional value: development and application of an approach for research through design," The Design Journal, Vol.4, No.1, pp.32-47, 2001.   DOI
9 P. M. A. Desmet, "Measuring emotion; development and application of an instrument to measure emotional responses to products," In M. A. Blythe, A. F. Monk, K. Overbeeke, and P. C. Wright(ed.), Funology: From Usability to Enjoyment, Dordrecht: Kluwer Academic Publishers, pp.111-123, 2003.
10 M. Dyer, "Emotions and their computations: Three computer models," Cognition and Emotion, Vol.3, pp.323-347, 1987.
11 C. Elliott, The affective reasoner: A process model of emotions in a multiagent system, Ph.D. dissertation, Northwestern University, The Institute for the Learning Sciences, Technical Report, No.32, 1992.
12 P. Ekman, Basic emotion, Handbook of Cognition and Emotion, pp.45-60, 1999.
13 R. Ezhilarasi and R. I. Minu, "Automatic emotion recognition and classification," Procedia Engineering, Vol.38, pp.21-26, 2012.   DOI   ScienceOn
14 C. Fellbaum, WordNet: An Electronic Lexical Database, Cambridge, Massachusetts: MIT, 1999.
15 P. Gabriel-Petit, "What is user experience?," 2012. http://www.uxmatters.com/glossary/ (Retrieved on 2013.12.31).
16 M. Hassenzahl and R. Wessler, "Capturing design space from a user perspective: the repertory grid technique revisited," International Journal of Human-Computer Interaction, Vol.12, No.3&4, pp.441-459, 2000.   DOI
17 J. J. Garrett, "The Elements of User Experience: User-Centered Design for the Web," San Francisco: New Riders, 2003. http://uxdesign.com/events/article/state-of-ux-design-garrett/203 (Retrieved on 2013.12.31).
18 Ghazi1, Inkpen, and Szpakowicz, "Hierarchical approach to emotion recognition and classification in texts," A. Farzindar and V. Keselj (Eds.), Canadian AI 2010, LNAI 6085, Springer-Verlag Berlin Heidelberg, pp.40-50, 2010.
19 G. K. Grunert and T. Bech-Larsen, "Explaining choice option attractiveness by beliefs elicited by the laddering method," Journal of Economic Psychology, Vol.26, No.2, pp.223-241, 2005.   DOI   ScienceOn
20 J. M. Hektner, J. A. Schmidt, and M. Csikszentmihalyi, Experience Sampling Method: Measuring the Quality of Everyday Life, CA: Sage Publications Inc., 2007.
21 E. Karapanos, J. Zimmerman, J. Forlizzi, and J. B. Martens, "User experience over time: An initial framework," Proceedings CHI '09 Proceedings, ACM, pp.729-738, 2009.
22 G. Laurans and P. M. A. Desmet, "Using self-confrontation to study user experience: A new approach to the dynamic measurement of emotions while interacting with products," Proceedings of The International Conference on Design and Emotion, Gothenburg, Sweden: Chalmers University of Technology, 2006.
23 S. Lee and R. J. Koubek, "The effects of usability and web design attributes on user preference for e-commerce web sites," Computers in Industry, Vol.61, pp.329-341, 2010.   DOI   ScienceOn
24 NeoSpot, "Usability vs user experience," 2008. http://www.neospot.se/usability-vs-userexperience (Retrieved on 2014.12.31).
25 C. Y. Lu, S. H. Lin, J. C. Liu, S. Cruz-Lara, and J. S. Hong, "Automatic event-level textual emotion sensing using mutual action histogram between entities," Expert Systems with Applications, Vol.37, pp.1643-653, 2010.   DOI   ScienceOn
26 R. L. Mandryk, K. Inkpen, and T. W. Calvert, "Using psychophysiological techniques to measure user experience with entertainment technologies," Behaviour and Information Technology, Vol.25, No.2, pp.141-158, 2006.   DOI   ScienceOn
27 P. Morville, Ambient Findability: What We Find Changes Who We Become, CA: O'Reilly Media Inc., 2005.
28 J. Nielsen, Designing Web Usability: The Practice of Simplicity, New Riders Publishing, 2000.
29 Nielsen Norman Group, "Usability vs, user expe rience(UX)," 2008. http://www.neospot.se/usability-vs-user-experience (Retrieved on 2014.12.31).
30 A. Opperud, "Semiotic product analysis," In: D. McDonagh, P. Hekkert, J. van Erp, and D. Gyi(ed.), Design and Emotion: The Experience of Everyday Things, London and New York: Taylor and Francis, pp.137-142, 2004.
31 A. Ortony and T. J. Turner, "What's basic about badic emotions?," Psychological Review, pp.315-331, 1990
32 R. J. Owen, "The differences between usability and user experience," 2010. http://www.developria.com/2010/01/the-difference-between-usabili.html, (Retrieved on 2014.12.31).
33 K. Paluch, "What is user experience design," 2006. http://www.montparnas.com/articles/what-is-user-experience-design, (Retrieved on 2014.12.31).
34 W. G. Parrott, Emotions in Social Psychology, Psychology Press, Philadelphia, 2001.
35 K. Scherer, "What are emotions? And how can they be measured?," Social Science Information, Vol.44, No.3, pp.695-729, 2005.   DOI   ScienceOn
36 R. W. Picard, Affective Computing, Mass: MIT Press, 1997.
37 M. H. Ruth, N. J. Schifferstein, and Jan P. L. Schoormans, "A longitudinal study on product attachment and its determinants," European Advances in Consumer Research, Vol.7, pp.641-647, 2006.
38 D. Saffer, Design for Interaction: Creating Innovative Applications and Devices(2nd ed.), San Francisco: New Riders, 2010.
39 P. J. Shaver, D. Kirson Schwartz, and C. O'Connor, "Emotion knowledge: Further exploration of prototype approach," Journal of Personality and Social Psychology, Vol.52, pp.1061-1086, 1987.   DOI
40 J. M. Spool, T. Scanlon, W. Schroeder, C. Snyder, and T. DeAngelo, Web Site Usability: A Designer's Guide, Burlington, Massachusetts: Morgan Kaufman Publishers, Inc, 1999.
41 A. Stahl, K. Hook, M. Svensson, A. S. Taylor, and M. Combetto, "Experiencing the affective diary," Personal and Ubiquitous Computing, Vol.13, No.5, pp.365-378, 2009.   DOI
42 T. tewart, "Usability or user experience-what's the difference?," 2008. http://econsultancy.com/uk/blog/2321-usability-or-user-experience-what-s-the-difference?utm_campaign=Skimlinks&utm_medium=affiliate&utm_source=cj, (Retrieved on 2014.12.31).
43 Z. Teng, F. Ren, and S. Kuroiwa, "Recognition of Emotion with SVMs," in Lecture Notes of Artificial Intelligence 4114, D.-S. Huang, K. Li, and G. W. Irwin, Eds. Springer, Berlin Heidelberg, pp.700-710, 2006.
44 C. H. Wu, Z. J. Chuang, and Y. C. Lin, "Emotion recognition from text using semantic labels and separable mixture models," ACM Transactions on Asian Language Information Processing(TALIP), Vol.5, No.2, pp.165-183, 2006.   DOI
45 M. den. Uyl, H. Kuilenburg, and E. van Lebert, "FaceReader: an online facial expression recognition system," 5th International Conference on Methods and Techniques in Behavioral Research, Wageningen, The Netherlands, 2005.
46 Wikipedia, "User experience," 2012. http://en.wikipedia.org/wiki/User_experience(Retrieved on 2014.12.31).