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Adaptivity and Interoperability in e-Learning Using Ontologies

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Advances in Artificial Intelligence – IBERAMIA 2010 (IBERAMIA 2010)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 6433))

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Abstract

Adaptive systems in the field of e-learning are those capable of adapting the content and mode of presentation according to the profile of a particular user or user group. These systems generally remain in the context of academic research and are rarely used in real situations. Moreover, the e-learning environments that present a complete platform of tools and resources available are largely used by educational institutions, but are not adaptive. We propose to integrate these two types of systems, aiming to take advantage of both - adaptivity coupled with the scope of use of e-learning environments. Therefore, we describe the implementation of an agent that integrates an intelligent adaptive system with the e-learning environment Moodle. Furthermore, we design and implement an adaptive system based on ontologies and e-learning standards. We hope to contribute to making e-learning environments best suited to provide meaningful learning, as well as to facilitate the creation of courses.

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References

  1. Moodle - Learning Management System, http://moodle.org

  2. Teleduc, http://teleduc.nied.unicamp.br

  3. Claroline.NET, http://www.claroline.org

  4. Dorca, F.A.: An intelligent multiagent system for distance education. Master’s Thesis. Graduate Program in Computer Science. Federal University of Uberlandia (2004)

    Google Scholar 

  5. Brusilovsky, P., Peylo, C.: Adaptive and intelligent web-based educational systems. International Journal of Artificial Intelligence in Education 13, 156–169 (2003)

    Google Scholar 

  6. Dolog, P., Nejdl, W.: Semantic web technologies for the adaptive web. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) Adaptive Web 2007. LNCS, vol. 4321, pp. 697–719. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  7. SCORM - sharable content object reference model, http://www.adlnet.gov/

  8. IEEE LOM - IEEE learning object metadata, http://ltsc.ieee.org/wg12/index.html

  9. Wu, H.: A reference architecture for adaptive hypermedia applications. Eindhoven: technische Universiteit Eindhoven, Doctoral Thesis (2002), http://alexandria.tue.nl/extra2/200213488.pdf

  10. Melis, E., Andres, E., Büdenbender, J., Frishauf, A., Goguadse, G., Libbrecht, P., Pollet, M., Ullrich, C.: ActiveMath: A web-based learning environment. International Journal of Artificial Intelligence in Education 12(4), 385–407 (2001)

    Google Scholar 

  11. ActiveMath, http://www.activemath.org/

  12. De Bra, P., Smits, D., Stash, N.: Creating and Delivering Adaptive Courses with AHA! In: Nejdl, W., Tochtermann, K. (eds.) EC-TEL 2006. LNCS, vol. 4227, pp. 21–33. Springer, Heidelberg (2006), http://wwwis.win.tue.nl/~debra/ec-tel2006.pdf

    Chapter  Google Scholar 

  13. AHA! Adaptive Hypermedia for All, http://aha.win.tue.nl/

  14. XML - eXtensible Markup Language, http://www.w3.org/XML

  15. Munoz, L.S.: Ontology-based Metadata for e-learning Content. Master’s Thesis, Graduate Program in Computer Science. Federal University of Rio Grande do Sul, Porto Alegre (2004)

    Google Scholar 

  16. Branco Neto, W.C.: Semantic Web in the construction of adaptive learning systems. Doctoral Thesis. Graduate Program in Computer Science. Federal University of Santa Catarina (2006)

    Google Scholar 

  17. Nilsson, M., Palmr, M., Brase, J.: The LOM RDF binding - principles and implementation. In: Proceedings of the 3rd Annual ARIADNE Conference, Katholieke Universiteit Leuven, Belgium (2003)

    Google Scholar 

  18. Felder, R.M., Henriques, E.R.: Learning and Teaching Styles in Foreign and Second Language Education. Foreign Language Annals 28(1), 21–31 (1995), http://www.ncsu.edu/felder-public/Papers/FLAnnals.pdf

    Article  Google Scholar 

  19. Felder, R.M., Silverman, L.K.: Learning and Teaching Styles in Engineering Education. Engr. Education 78(7), 674–681 (1988), http://www4.ncsu.edu/unity/lockers/users/f/felder/public/Papers/LS-1988.pdf

    Google Scholar 

  20. Protege, http://protege.stanford.edu/

  21. W3C: OWL Web Ontology Language Reference (2004), http://www.w3.org/TR/owl-ref/

  22. Jena - a semantic web framework for Java, http://jena.sourceforge.net/

  23. Felder, R.M., Soloman, B.A.: Index of Learning Styles Questionnaire, http://www.engr.ncsu.edu/learningstyles/ilsweb.html

  24. Faria, M.N., Malva, G.R.O., Dorca, F.A., Lopes, R.S., Fernandes, M.A.: A assessment system based on fuzzy logic. Horizonte Cientfico 1(8) (2008), http://www.seer.ufu.br/index.php/horizontecientifico/article/view/3971

  25. JADE - Java Agent DEvelopment Framework, http://jade.tilab.com/

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dos Reis Mota, J., Fernandes, M.A. (2010). Adaptivity and Interoperability in e-Learning Using Ontologies. In: Kuri-Morales, A., Simari, G.R. (eds) Advances in Artificial Intelligence – IBERAMIA 2010. IBERAMIA 2010. Lecture Notes in Computer Science(), vol 6433. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16952-6_60

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  • DOI: https://doi.org/10.1007/978-3-642-16952-6_60

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-16951-9

  • Online ISBN: 978-3-642-16952-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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