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Modeling Skills in a Learner-Centred Approach Within MOOCs

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Advances in Web-Based Learning – ICWL 2016 (ICWL 2016)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 10013))

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Abstract

The MOOCs (Massive Open Online Courses) are durably modifying the learning methods in initial trainings. However, the registered learners in a MOOC are very heterogeneous. Moreover, their initial motivations and profiles may vary. The high dropout rate by learners shows that the concept of proposing a sequential or poorly structured learning path is not attractive enough. To address this problem, we propose in this work, an approach favoring the attractiveness of learners based on an adaptive approach within MOOCs. The federating element of our approach is defined on an overall learner model which aggregates its competencies and practices in social networks. Our proposals are implemented in a new platform MOOC: Claroline Connect.

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References

  1. Brown, S.: Back to the future with MOOCS. In: ICICTE 2013 Proceedings, vol. 3, pp. 237–246 (2013)

    Google Scholar 

  2. Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.): The Adaptive Web: Methods and Strategies of Web Personalization, vol. 4321. Springer, Heidelberg (2007)

    Google Scholar 

  3. Brusilovsky, P., Millan, E.: User models for adaptive hypermedia and adaptive educational systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web. LNCS, vol. 4321, pp. 3–53. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  4. Daniel, S.J.: Making sense of MOOCS: Musings in a maze of myth, paradox and possibility. J. Interact. Media Educ. 3, 6 (2013)

    Google Scholar 

  5. Franklin, B.: Poem (personalised open education for the masses). Blog.educpros.fr (2014)

    Google Scholar 

  6. Gutierrez-Rojas, I., Alario-Hoyos, C., Perez-Sanagustin, M., Leony, D., Delgado-Kloos, C.: Scaolding self-learning in MOOC. In: Proceedings of the Second MOOC European Stakeholders Summit, pp. 43–49 (2014)

    Google Scholar 

  7. Gutierrez-Rojas, I., Leony, D., Alario-Hoyos, C., Perez-Sanagustin, M., Delgado-Kloos, C.: Towards an outcome-based discovery and ltering of MOOCS using moocrank. In: Proceedings of the Second MOOC European Stakeholders Summit, pp. 50–57 (2014)

    Google Scholar 

  8. Kloos, C.D., Ulrike, C.: Proceedings of the European MOOC stakeholder summit (2014)

    Google Scholar 

  9. Maalej, W., Pernelle, P., Marty, J.C., Carron, T.: Adaptive and Playful Approach in the MOOC: Thanks to Serious Game, pp. 201–204. Digital Information Management (ICDIM) (2014)

    Google Scholar 

  10. Miranda, S., Mangione, G.R., Orciuoli, O., Loia, V., Salerno, S.: The siret training platform: facing the dropout phenomenon of MOOC environments. In: Proceedings of the Second MOOC European Stakeholders Summit, pp. 107–113 (2014)

    Google Scholar 

  11. Ostyn, C., Lewis, S.: IEEE standard for learning technology-data model for reusable competency definitions (2007)

    Google Scholar 

  12. Pernelle, P., Talbot, S., Carron, T., Marty, J.-C.: Learning PLM system with a serious game. In: Emmanouilidis, C., Taisch, M., Kiritsis, D. (eds.) APMS 2012, Part I. IFIP AICT, vol. 397, pp. 598–605. Springer, Heidelberg (2013). doi:10.1007/978-3-642-40352-1_75

    Chapter  Google Scholar 

  13. Reilly, P.: Understanding and teaching generation y, pp. 2–11. English Teaching Forum (2012)

    Google Scholar 

  14. Rezgui, K., Mhiri, H.: Competency models: a review of initiatives. In: IEEE 12th International Conference on Advanced Learning Technologies, pp. 141–142 (2012)

    Google Scholar 

  15. Seaton, D.T., Bergner, Y., Chuang, I., Mitros, P., Pritchard, D.E.: Who does what in a massive open online course? Commun. ACM 57, 58–65 (2013)

    Article  Google Scholar 

  16. Yuan, L., Powell, S., Cetis, J.: MOOCs and open education: implications for higher education. Centre for educational technology and interoperability standars (2013)

    Google Scholar 

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Correspondence to Wiem Maalej or Philippe Pernelle .

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Maalej, W., Pernelle, P., Ben Amar, C., Carron, T., Kredens, E. (2016). Modeling Skills in a Learner-Centred Approach Within MOOCs. In: Chiu, D., Marenzi, I., Nanni, U., Spaniol, M., Temperini, M. (eds) Advances in Web-Based Learning – ICWL 2016. ICWL 2016. Lecture Notes in Computer Science(), vol 10013. Springer, Cham. https://doi.org/10.1007/978-3-319-47440-3_11

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  • DOI: https://doi.org/10.1007/978-3-319-47440-3_11

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-47439-7

  • Online ISBN: 978-3-319-47440-3

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