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Evaluation Framework for User Preference Research Implemented as Web Application

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Book cover Computational Collective Intelligence. Technologies and Applications (ICCCI 2013)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8083))

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Abstract

This article presents an evaluation framework for user preference research. Web application was implemented to verify this framework. Interrelated influence of three main aspects of the website - usability, aesthetics and information part - is demonstrated in a performed experiment. Surprisingly, the perception of aesthetics was most significantly influenced by the quality of two remaining factors. The original hypothesis was, that the quality of aesthetics will influence the perception of usability and information part. The article also features a parallel comparison approach, which allows within-subject design and two-way performed manipulation of variables.

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References

  1. Keinonen, T.: Expected usability and product preference. In: Proceedings of the Conference on Designing Interactive Systems, Amsterdam, The Netherlands, pp. 197–204 (1997)

    Google Scholar 

  2. Nielsen, J.: Usability Engineering. Academic Press, San Diego (1993)

    MATH  Google Scholar 

  3. Brooke, J.: SUS: A Quick and Dirty Usability Scale. In: Jordan, P.W., Thomas, B., Weerdmeester, B.A., McClelland, I.L. (eds.) Usability Evaluation in Industry. Taylor & Francis, London (1996)

    Google Scholar 

  4. Tversky, A., Simonson, I.: Context-Dependent Preferences. Management Science 39(10), 1179–1189 (1993)

    Article  MATH  Google Scholar 

  5. Tractinsky, N., Katz, A.S., Ikar, D.: What is beautiful is usable. Interacting with Computers 13(2), 127–145 (2000)

    Article  Google Scholar 

  6. Lee, S., Koubek, R.J.: The effects of usability and web design attributes on user preference for e-commerce web sites. Computers in Industry 61(4), 329–341 (2010)

    Article  Google Scholar 

  7. Robins, D., Holmes, J.: Aesthetics and credibility in web site design. Information Processing & Management 44(1), 386–399 (2008)

    Article  Google Scholar 

  8. van Schaik, P., Ling, J.: The role of context in perceptions of the aesthetics of web pages over time. International Journal of Human–Computer Studies 67(1), 79–89 (2009)

    Article  Google Scholar 

  9. Lavie, T., Tractinsky, N.: Assessing dimensions of perceived visual aesthetics of web sites. International Journal of Human–Computer Studies 60(3), 269–298 (2004)

    Article  Google Scholar 

  10. Schenkman, B., Jönsson, F.: Aesthetics and preferences of web pages. Behaviour and Information Technology 19(5), 367–377 (2000)

    Article  Google Scholar 

  11. Lee, S., Koubek, R.J.: Understanding user preferences based on usability and aesthetics before and after actual use. Interacting with Computers 22(6), 530–543 (2010)

    Article  Google Scholar 

  12. Hartmann, J., Sutcliffe, A., de Angeli, A.: Towards a theory of user judgment of aesthetics and user interface quality. Transactions on Computer-Human Interaction 15(4) (2008)

    Google Scholar 

  13. Tuch, A.N., Roth, S.P., Hornbæk, K., Opwis, K., Bargas-Avila, J.A.: Is beautiful really usable? Toward understanding the relation between usability, aesthetics, and affect in HCI. Computers in Human Behavior 28(5), 1596–1607 (2012)

    Article  Google Scholar 

  14. Hassenzahl, M.: The interplay of beauty, goodness, and usability in interactive products. Human–Computer Interaction 19(4), 319–349 (2004)

    Article  Google Scholar 

  15. Ben-Bassat, T., Meyer, J., Tractinsky, N.: Economic and subjective measures of the perceived value of aesthetics and usability. ACM Transactions on Computer–Human Interaction (TOCHI) 13(2), 210–234 (2006)

    Article  Google Scholar 

  16. Lindgaard, G., Fernandes, G., Dudek, C., Brown, J.: Attention web designers: you have 50 milliseconds to make a good impression! Behaviour and Information Technology 25, 115–126 (2006)

    Article  Google Scholar 

  17. van der Heijden, H.: Factors influencing the usage of websites: the case of a generic portal in the Netherlands. Information & Management 40(6), 541–549 (2003)

    Article  Google Scholar 

  18. Ariely, A.: Predictably Irrational, Revised and Expanded Edition: The Hidden Forces That Shape Our Decisions, 2nd edn. HarperCollins (2010)

    Google Scholar 

  19. Tuch, A.N., Bargas-Avila, J.A., Opwis, K.: Symmetry and aesthetics in website design: It’s a man’s business. Computers in Human Behavior 26(6), 1831–1837 (2010)

    Article  Google Scholar 

  20. Wu, O., Chen, Y., Li, B., Hu, W.: Evaluating the visual quality of web pages using a computational aesthetic approach. In: WSDM 2011, pp. 337–346 (2011)

    Google Scholar 

  21. Lynch, P.J., Horton, S.: Web Style Guidelines, 2nd edn. Yale University Press (2001)

    Google Scholar 

  22. van Schaik, P., Ling, J.: Modelling user experience with web sites: Usability, hedonic value, beauty and goodness. Interacting with Computers 20(3), 419–432 (2008)

    Article  Google Scholar 

  23. Roth, S.P., Schmutz, P., Pauwels, S.L., Bargas-Avila, J.A., Opwis, K.: Mental models for web objects: Where do users expect to find the most frequent objects in online shops, news portals and company web pages? Interacting with Computers 22(2), 140–152 (2010)

    Article  Google Scholar 

  24. McCracken, D.D., Wolfe, R.J.: User-centered Website Development: A Human-Computer Interaction Approach. Pearson Prentice Hall Inc., Upper Saddle River (2004)

    Google Scholar 

  25. Sonderegger, A., Sauer, J.: The influence of design aesthetics in usability testing: Effects on user performance and perceived usability. Applied Ergonomics 41(3), 403–410 (2010)

    Article  Google Scholar 

  26. Fernandez, A., Insfran, E., Abrahão, S.: Usability evaluation methods for the web: A systematic mapping study. Information and Software Technology 53(8), 789–817 (2011)

    Article  Google Scholar 

  27. Hornbæk, K.: Current practice in measuring usability: Challenges to usability studies and research. International Journal of Human-Computer Studies 64(2), 79–102 (2006)

    Article  Google Scholar 

  28. de Angeli, A., Sutcliffe, A., Hartmann, J.: Interaction, usability and aesthetics: what influences users’ preferences? In: Proceedings of the 6th Conference on Designing Interactive Systems, University Park, PA, USA,

    Google Scholar 

  29. Hartmann, J., Sutcliffe, A., de Angeli, A.: Investigating attractiveness in web user interfaces. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, p. 396 (2007)

    Google Scholar 

  30. Kasik, V., Penhaker, M., Novák, V., Bridzik, R., Krawiec, J.: User Interactive Biomedical Data Web Services Application. In: Yonazi, J.J., Sedoyeka, E., Ariwa, E., El-Qawasmeh, E. (eds.) ICeND 2011. CCIS, vol. 171, pp. 223–237. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  31. Liou, C.-Y., Cheng, W.-C.: Manifold Construction by Local Neighborhood Preservation. In: Ishikawa, M., Doya, K., Miyamoto, H., Yamakawa, T. (eds.) ICONIP 2007, Part II. LNCS, vol. 4985, pp. 683–692. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  32. Choroś, K.: Further Tests with Click, Block, and Heat Maps Applied to Website Evaluations. In: Jędrzejowicz, P., Nguyen, N.T., Hoang, K. (eds.) ICCCI 2011, Part II. LNCS (LNAI), vol. 6923, pp. 415–424. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  33. Longo, L., Kane, B.: A Novel Methodology for Evaluating User Interfaces in Health Care. In: 24th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2011, Bristol, England, June 27-30 (2011)

    Google Scholar 

  34. TOPlist. TOPlist - globální statistika, http://toplist.cz/global.html (cit. April 04, 2013)

  35. Sauro, J., Lewis, J.R.: Quantifying the User Experience. Morgan Kaufmann (2012)

    Google Scholar 

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Bartuskova, A., Krejcar, O. (2013). Evaluation Framework for User Preference Research Implemented as Web Application. In: Bǎdicǎ, C., Nguyen, N.T., Brezovan, M. (eds) Computational Collective Intelligence. Technologies and Applications. ICCCI 2013. Lecture Notes in Computer Science(), vol 8083. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40495-5_54

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  • DOI: https://doi.org/10.1007/978-3-642-40495-5_54

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-40494-8

  • Online ISBN: 978-3-642-40495-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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