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The Use of Ontology in Semantic Analysis of the Published Learners Messages for Adaptability

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Swarm Intelligence Based Optimization (ICSIBO 2014)

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Abstract

Communication tools for online learning environments are ways that let learners to exchange messages between them and with their teachers. It is also a way to interpret their social behavior patterns and their learning styles. In this paper, we are interested in the semantic analysis of the contents messages published by learners by use of domain ontology. The purpose of this analysis is to identify the domain concepts that are most published and shared by learners and to keep them into the leaners model as concepts not well mastered. We hypothesize that all concepts edited and exchanged over email, chat and especially in discussion forums can be considered as knowledge poorly or badly acquired by learners and deserve thus more attention and consideration both by the tutor for the pedagogical monitoring of learners on these concepts and from designer of course, to restructure and more enrich the educational content which articulates these concepts identified beforehand in this analysis.

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References

  1. Develotte, C., Mangenot, F., Nissen, E.: Actes du colloque Epal 2009 Echanger pour apprendre en ligne : conception, instrumentation, interactions, multimodalit, universit Stendhal- Grenoble 3, 5–7 (Juin 2009)

    Google Scholar 

  2. Baker, M.: Forms of cooperation in dyadic problem-solving. Revue d’Intelligence Artificielle 16(4), 587–620 (2002)

    Article  Google Scholar 

  3. Huynh Kim Bang, B., Bruillard, E.: Vers une nouvelle interface de lecture pour des forums de discussion ddis des laborations collectives. In: actes de H2PTM 2005, pp. 43–56. Lavoisier, Paris (2005)

    Google Scholar 

  4. Azevedo, B.F.T., Reategui, E.B., Behar, P.A.: Qualitative Analysis of Discussion Forums. In: IADIS International Conference on e-Learning, Freiburg, Alemanha, pp. 251–258 (2010)

    Google Scholar 

  5. Breno, F., Terra, A.P., Alejandra, B., Eliseo, B.R.: Automatic analysis of messages in discussion forums. In: 14th International Conference on Interactive Collaborative Learning (ICL 2011), Piesany, Slovakia, 21–23 (2011)

    Google Scholar 

  6. Gloor, P.A., Zhao, Y.: Analyzing actors and their discussion topics by semantic social network analysis. In: Conference on Information Visualization, pp. 130–135 (2006)

    Google Scholar 

  7. Leprovost, D., Abrouk, L., Gross-Amblard, D.: Discovering implicit communities in web forums through ontologies. Web Intelligence and Agent Systems: An International Journal 10, 93–103 (2011)

    Google Scholar 

  8. Dicheva, D.: Ontologies and Semantic Web for E-Learning. In: Handbook on Information Technologies for Education and Training, Springer, Heidelberg (2008) 978-3-540-74155-8

    Google Scholar 

  9. Siti, U., Rohiza, A., Shakirah, M.: Ontology of Programming Resources for Semantic Searching of Programming Related Materials on the Web. IEEE (2010) 978-1-4244-6716-7110

    Google Scholar 

  10. Berners-Lee, T., Hendler, J., Lassila, O.: The semantic web, A new form of web content that is meaningful to computers will unleash a revolution of new possibilities. Scientific American, 35–43 (2001)

    Google Scholar 

  11. Zschocke, T., de León, J.C.V.: Towards an Ontology for the Description of Learning Resources on Disaster Risk Reduction. In: Lytras, M.D., Ordonez De Pablos, P., Ziderman, A., Roulstone, A., Maurer, H., Imber, J.B. (eds.) WSKS 2010. CCIS, vol. 111, pp. 60–74. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  12. Reffay, C., Greffier, F.: Les chos du forum de discussion en FAD. In: JOCAIR : Premires journes Communication et Apprentissage instruments en rseau, Amiens. France, pp. 130–144 (2006)

    Google Scholar 

  13. Salah, T.B., Khaled, M.F., Naveed, A.: Personalized Semantic Retrieval and Summarization of Web Based Documents. In: (IJACSA) International Journal of Advanced Computer Science and Applications, vol. 4(1) (2013)

    Google Scholar 

  14. Dragoni, M., Da Costa Pereira, C., Tettamanzi, A.G.B.: An Ontological Representation of Documents and Queries for Information Retrieval Systems. In: García-Pedrajas, N., Herrera, F., Fyfe, C., Benítez, J.M., Ali, M. (eds.) IEA/AIE 2010, Part II. LNCS, vol. 6097, pp. 555–564. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  15. Carr, B., Goldstein, I.: Overlays: A theory of modeling for computer-aided Instruction. Massachusetts Institute of Technology, Cambridge, Massachusetts (1977)

    Google Scholar 

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Correspondence to Samia Ait Adda .

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Ait Adda, S., Balla, A. (2014). The Use of Ontology in Semantic Analysis of the Published Learners Messages for Adaptability. In: Siarry, P., Idoumghar, L., Lepagnot, J. (eds) Swarm Intelligence Based Optimization. ICSIBO 2014. Lecture Notes in Computer Science(), vol 8472. Springer, Cham. https://doi.org/10.1007/978-3-319-12970-9_12

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  • DOI: https://doi.org/10.1007/978-3-319-12970-9_12

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-12969-3

  • Online ISBN: 978-3-319-12970-9

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