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The Value of QoE-Based Adaptation Approach in Educational Hypermedia: Empirical Evaluation

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4018))

Abstract

This paper reports the results of a comparison-based empirical study on the applicability of the end-user Quality of Experience-based content adaptation mechanism in adaptive educational hypermedia. The focus of the paper will be the experiment itself: the initial settings, testing scenarios and the results. We will show that for low bit rate connections the QoE-based adaptation decreases study session time, information processing time per page and the number of re-visits to a page, it maintains similar learning outcomes while also improving the user quality of experience and satisfaction with the system. Finally we will comment on the results and interpret them.

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References

  1. Smyth, B., Cotter, P.: Personalized Adaptive Navigation for Mobile Portals. In: 15th European Conference on Artificial Intelligence, Lyons, France (2002)

    Google Scholar 

  2. Cheverst, K., Mitchell, K., Davies, N.: The Role of Adaptive Hypermedia in a Context-Aware Tourist Guide. Communications of the ACM 45(5), 47–51 (2002)

    Article  Google Scholar 

  3. Merida, M., Fabregat, R., Matzo, J.L.: SHAAD: Adaptable, Adaptive and Dynamic Hypermedia System for Content Delivery. In: De Bra, P., Brusilovsky, P., Conejo, R. (eds.) AH 2002. LNCS, vol. 2347. Springer, Heidelberg (2002)

    Google Scholar 

  4. Muntean, C.H., McManis, J.: Fine Grained Content-based Adaptation Mechanism for Providing High End-user Quality of Experience with Adaptive Hypermedia Systems. In: 15th Int. World Wide Web Conf. Hypermedia and Multimedia Track, Scotland (2006)

    Google Scholar 

  5. AHA! Project, http://aha.win.tue.nl/

  6. De Bra, P., Houben, G., Wu, H.: AHAM: A Dexter-based Reference Model for Adaptive Hypermedia. In: ACM HYPERTEXT 1998 Conference, Germany, pp. 147–156 (1999)

    Google Scholar 

  7. Muntean, H.C., McManis, J.: End-User Quality of Experience Layer for Adaptive Hypermedia Systems. In: 3rd Int. Conf. on Adaptive Hypermedia and Web-based Systems, Workshop on Individual Differences in Adaptive Hypermedia, Eindhoven, The Netherlands (2004)

    Google Scholar 

  8. Muntean, C.H., McManis, J.: A QoS-aware Adaptive Web-based System. In: IEEE International Conference on Communications (ICC 2004), France (2004)

    Google Scholar 

  9. QoEAHA Evaluation Forms, http://www.eeng.dcu.ie/~havac/QoEAHAEvalForms/

  10. Muntean, C.H., McManis, J.: Adaptive E-learning Systems: Evaluation Issues. Transactions on Automatic Control and Computer Science Journal 49(63), 193–198 (2004)

    Google Scholar 

  11. Weber, G., Brusilovsky, P.: ELM-ART: An Adaptive Versatile System for Web based Instruction. Artificial Intelligence in Education, Special Issue on Adaptive and Intelligent Web-based Educational Systems 12(4), 351–384 (2001)

    Google Scholar 

  12. Ng, M.H., Hall, W., Maier, P., Armstrong, R.: The Application and Evaluation of Adaptive Hypermedia Techniques in Web-Based Medical Education. Association for Learning Technology Journal 10(3), 19–40 (2002)

    Article  Google Scholar 

  13. Sevcik, P.J.: Understanding How Users View Application Performance. Business Communications Review 32(7), 8–9 (2002)

    Google Scholar 

  14. Muntean, H.C., McManis, J.: QoSAHA: A Performance Oriented Learning System. In: AACE ED-MEDIA 2004, Lugano, Switzerland (2004)

    Google Scholar 

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© 2006 Springer-Verlag Berlin Heidelberg

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Muntean, C.H., McManis, J. (2006). The Value of QoE-Based Adaptation Approach in Educational Hypermedia: Empirical Evaluation. In: Wade, V.P., Ashman, H., Smyth, B. (eds) Adaptive Hypermedia and Adaptive Web-Based Systems. AH 2006. Lecture Notes in Computer Science, vol 4018. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11768012_14

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  • DOI: https://doi.org/10.1007/11768012_14

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-34696-8

  • Online ISBN: 978-3-540-34697-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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