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Personalized E-Learning through Environment Design and Collaborative Activities

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HCI and Usability for Education and Work (USAB 2008)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 5298))

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Abstract

Over the last century, many theoretical frameworks and technological solutions for personalized e-learning have emerged. The underlying models, however, are often based on the practice that domain experts develop an adaptation strategy to personalize content or parts of a learning platform, which leads to different problematic aspects decreasing the feasibility or utility of such approaches. After giving a brief overview of the historical development and basic concepts of personalized e-learning, we outline the shortcomings of the traditional ‘top-down, ex ante’ models and present an alternative approach which deals with personal learning environments, web application mashups, learning activities and learner interactions, as well as pattern-based best practice sharing. Furthermore, a prototypic implementation for our ‘learner-driven, bottom-up’ approach to personalized e-learning, namely the ‘Mash-UP Personal Learning Environment’ (MUPPLE), is presented and discussed on the basis of a concrete scenario.

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References

  1. Heller, J., Steiner, C., Hockemeyer, C., Albert, D.: Competence-Based Knowledge Structures for Personalised Learning. International Journal on E-Learning 5(1), 75–88 (2006)

    Google Scholar 

  2. Sampson, D., Karagiannidis, C.: Kinshuk: Personalised Learning: Educational, Technological and Standardisation Perspective. Interactive Educational Multimedia 4, 24–39 (2002)

    Google Scholar 

  3. Park, O., Lee., J.: Adaptive Instructional Systems. In: Jonassen, D.H. (ed.) Handbook of Research on Educational Communications and Technology, pp. 651–684. Lawrence Erlbaum Associates, Mahwah (2004)

    Google Scholar 

  4. Shute, V., Towle, B.: Adaptive E-Learning. Educational Psychologist 38(2), 105–114 (2003)

    Article  Google Scholar 

  5. Conlan, O.: The Multi-Model, Metadata Driven Approach to Personalised eLearning Services. University of Dublin, Dublin (2005)

    Google Scholar 

  6. Mödritscher, F.: Adaptive E-Learning Environments: Theory, Practice, and Experience. VDM, Saarbrücken (2008)

    Google Scholar 

  7. Brusilovsky, P.: KnowledgeTree: A Distributed Architecture for Adaptive E-Learning. In: Proceedings of the World Wide Web Conference (WWW), pp. 104–113 (2004)

    Google Scholar 

  8. Henze, N., Nejdl, W.: A Logical Characterization of Adaptive Educational Hypermedia. New Review of Hypermedia and Multimedia 10, 77–113 (2004)

    Article  Google Scholar 

  9. Specht, M., Burgos, D.: Modeling Adaptive Educational Methods with IMS Learning Design. Journal of Interactive Media in Education (Adaptation and IMS Learning Design), 1–13 (2007)

    Google Scholar 

  10. Henze, N., Dolog, P., Nejdl, W.: Reasoning and Ontologies for Personalized E-Learning in the Semantic Web. Educational Technology & Society 7(4), 82–97 (2004)

    Google Scholar 

  11. Chen, C.-M., Lee, H.-M., Chen, Y.-H.: Personalized e-learning system using Item Response Theory. Computers & Education 44(3), 237–255 (2005)

    Article  Google Scholar 

  12. Graf, S., Lin, T., Kinshuk, J.: The relationship between learning styles and cognitive traits - Getting additional information for improving student modelling. Computers in Human Behavior 24(2), 122–137 (2008)

    Article  Google Scholar 

  13. Helic, D.: A Didactics-Aware Approach to Management of Learning Scenarios in ELearning Systems. Graz University of Technology, Graz (2006)

    Google Scholar 

  14. Mödritscher, F., García-Barrios, V.M., Gütl, C.: Enhancement of SCORM to support adaptive E-Learning within the Scope of the Research Project AdeLE. In: Proceedings of the World Conference on E-Learning in Corporate, Government, Healthcare, & Higher Education (E-Learn), pp. 2499–2505 (2004)

    Google Scholar 

  15. Phillips, M.: Cognitive Style’s influence on Media Preference: Does it matter or do they know? In: Proceedings of the World Conference on Educational Multimedia, Hypermedia & Telecommunications (ED-MEDIA), pp. 1023–1028 (2005)

    Google Scholar 

  16. Holzinger, A., Kickmeier-Rust, M., Albert, D.: Dynamic Media in Computer Science Education; Content Complexity and Learning Performance: Is Less More? Educational Technology & Society 11(1), 279–290 (2008)

    Google Scholar 

  17. Rollett, H., Lux, M., Strohmaier, M., Dösinger, G., Tochtermann, K.: The Web 2.0 way of learning with technologies. International Journal of Learning Technology 3(1), 87–107 (2007)

    Article  Google Scholar 

  18. Brusilovsky, P.: Methods and techniques of adaptive hypermedia. User Modeling and User-Adapted Interaction (UMUAI) 6(2-3), 87–129 (1996)

    Article  MATH  Google Scholar 

  19. Gütl, C., Mödritscher, F.: Towards a Generic Adaptive System applicable for Web-based Learning Management Environments. In: Proceedings of the Annual Workshop of the SIG Adaptivity and User Modeling in Interactive Systems (ABIS), pp. 26–31 (2005)

    Google Scholar 

  20. Van Harmelen, M.: Personal Learning Environments. In: Proceedings of the International Conference on Advanced Learning Technologies (ICALT), pp. 815–816 (2006)

    Google Scholar 

  21. Wild, F., Sigurdarson, S.E.: Distributed Feed Networks for Learning. European Journal for the Informatics Professional (UPGRADE) 9(3) (2008)

    Google Scholar 

  22. Santos, O.C., Boticario, J.G.: Meaningful pedagogy via covering the entire life cycle of adaptive eLearning in terms of a pervasive use of educational standards: The aLFanet experience. In: Tomadaki, E., Scott, P. (eds.) EC-TEL 2006. LNCS, vol. 4227, pp. 691–696. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  23. Mödritscher, F.: e-Learning Theories in Practice: A Comparison of three Methods. Journal of Universal Science and Technology of Learning (JUSTL) 0(0), 3–18 (2006)

    Google Scholar 

  24. O’Reilly, T.: What is Web 2.0. O’Reilly Media Inc. (2005) (2008-07-21), http://www.oreilly.com/pub/a/oreilly/tim/news/2005/09/30/what-is-web-20.html

  25. Ebner, M., Holzinger, A., Maurer, H.: Web 2.0 Technology: Future Interfaces for Technology Enhanced Learning? In: Stephanidis, C. (ed.) HCI 2007. LNCS, vol. 4556, pp. 559–568. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  26. Lathem, J., Gomadam, K., Sheth, A.: SA-REST and (S)mashups: Adding Semantics to RESTful Services. In: Proceedings of the International Conference on Semantic Computing (ICSC 2007), pp. 469–476 (2007)

    Google Scholar 

  27. Jones, S., Maiden, N.A.M.: RESCUE: An Integrated Method for Specifying Requirements for Complex Socio-Technical Systems. In: Mate, J.L., Silva, A. (eds.) Requirements Engineering for Socio-Technical Systems, pp. 245–265. Idea Publishing (2004)

    Google Scholar 

  28. Kraus, J.: The long tail of software: Millions of Markets of Dozens. Bnoopy: An entrepreneurship blog (2005) (2008-07-21), http://bnoopy.typepad.com/bnoopy/2005/03/the_long_tail_o.html

  29. Mödritscher, F., Neumann, G., García-Barrios, V.M., Wild, F.: A Web Application Mashup Approach for eLearning. In: Proceedings of the OpenACS and.LRN Conference, pp. 105–110 (2008)

    Google Scholar 

  30. Spoerri, A.: Visual Mashup of Text and Media Search Results. In: Proceedings of the International Conference Information Visualization, pp. 216–222 (2007)

    Google Scholar 

  31. García-Barrios, V.M., Mödritscher, F., Gütl, C.: Personalisation versus Adaptation? A User-centred Model Approach and its Application. In: Proceedings of the International Conference on Knowledge Management (I-KNOW), pp. 120–127 (2005)

    Google Scholar 

  32. Akhras, F.N., Self, J.A.: System Intelligence in Constructivist Learning. International Journal of Artificial Intelligence in Education 11(4), 344–376 (2000)

    Google Scholar 

  33. Kay, J.: Stereotypes, Student Models and Scrutability. In: Proceedings of the International Conference on Intelligent Tutoring Systems (ITS), pp. 19–30 (2000)

    Google Scholar 

  34. Boud, D., Keogh, R., Walker, D. (eds.): Reflection: Turning Experience Into Learning. Routledge, Abingdon (1985)

    Google Scholar 

  35. Koper, R., Olivier, B.: Representing the Learning Design of Units of Learning. Educational Technology & Society 7(3), 97–111 (2004)

    Google Scholar 

  36. Mödritscher, F., García-Barrios, V.M., Gütl, C.: The Past, the Present and the Future of adaptive E-Learning: An Approach within the Scope of the Research Project AdeLE. In: Proceedings of the International Conference on Interactive Computer Aided Learning, ICL (2004)

    Google Scholar 

  37. Dillenbourg, P., Jermann, P.: Designing integrative scripts. In: Fischer, F., Mandl, H., Haake, J., Kollar, I. (eds.) Scripting computer-supported collaborative learning: Cognitive, computational and educational perspectives, pp. 277–302. Springer, New York (2007)

    Google Scholar 

  38. Wild, F., Mödritscher, F., Sigurdarson, S.E.: Designing for Change: Mash-Up Personal Learning Environments. eLearning Papers 9 (2008)

    Google Scholar 

  39. Jackson, C., Wang, H.J.: Subspace: Secure Cross-Domain Communication for Web Mashups. In: Proceedings of the International Conference on World Wide Web (WWW), pp. 611–620 (2007)

    Google Scholar 

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Mödritscher, F., Wild, F. (2008). Personalized E-Learning through Environment Design and Collaborative Activities. In: Holzinger, A. (eds) HCI and Usability for Education and Work. USAB 2008. Lecture Notes in Computer Science, vol 5298. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-89350-9_26

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  • DOI: https://doi.org/10.1007/978-3-540-89350-9_26

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-89349-3

  • Online ISBN: 978-3-540-89350-9

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