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Personalized Learning Using Ontologies and Semantic Web Technologies

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Emerging Technologies and Information Systems for the Knowledge Society (WSKS 2008)

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Abstract

This paper presents an in-depth analysis of the semantic web contribution towards personalization in e-learning content exploitation. The aim of this research work is to develop a framework for analyzing the semantic web and ontological issues related with the design and implementation of high performance e-learning systems enabled by advanced semantic web and ontological engineering. Within this context the concept of personalization is linked to the state of the art of semantic web and Ontologies research. The main emphasis is paid to the management of personal profiles and identities.

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References

  • Barriocanal, E.G., Sicilia, M.A., Lytras, M.: Pedagogical classification frameworks for learning objects: a case study. Computers in Human Behavior 23(6), 2641–2655 (2006)

    Article  Google Scholar 

  • Bechhofer, S., Goble, C.: Towards annotation using DAML+OIL. In: First International Conference on Knowledge Capture (K-CAP 2001), Workshop on Semantic Markup and Annotation, Victoria, BC, Canada (2001)

    Google Scholar 

  • Ciravegna, F., Dingli, A., Petrelli, D., Wilks, Y.: User-system cooperation in document annotation based on information extraction. In: Gómez-Pérez, A., Benjamins, V.R. (eds.) EKAW 2002. LNCS (LNAI), vol. 2473. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  • Davies, J., Lytras, M., Sheth, P.: Semantic-web-based knowledge management. IEEE Internet Computing 11(5), 14–16 (2007)

    Article  Google Scholar 

  • Doan, A.H., Madhavan, J., Domingos, P., Halevy, A.: Learning to map between ontologies on the semantic web. In: World Wide Web Conference WWW 2002, Hawaii, USA, pp. 662–673 (2002)

    Google Scholar 

  • Handschuh, S., Staab, S., Maedche, A.: CREAM – creating relational metadata with a component-based, ontology-driven annotation framework. In: First International Conference on Knowledge Capture (K-CAP 2001), Victoria, BC, Canada (2001)

    Google Scholar 

  • Heflin, J., Hendler, J.J.: A portrait of the semantic web in action. IEEE Intelligent Systems 16(2) (2001)

    Google Scholar 

  • Kahan, J., Koivunen, M., Prud’Hommeaux, E., Swick, R.: Annotea: Open RDF infrastructure for shared web annotations. In: Proc. of the WWW10 International Conference, Hong Kong (2001)

    Google Scholar 

  • Kogut, P., Holmes, W.: AeroDAML: Applying information extraction to generate DAML annotations from web pages. In: First International Conference on Knowledge Capture (K-CAP 2001), Workshop on Knowledge Markup and Semantic Annotation, Victoria, BC, Canada (2001)

    Google Scholar 

  • Lytras, M.: The semantic electronic government: knowledge management for citizen relationship and new assessment scenarios. Electronic Government, an International 3(1), 5–17 (2005)

    Article  Google Scholar 

  • Lytras, M., Pouloudi, N.: Towords the development of a novel taxonomy of knowledge management systems from a learning perspective. Journal of Knowledge Management 10(6), 64–80 (2006)

    Article  Google Scholar 

  • Lytras, M., Naeve, A., Pouloudi, A.: A knowledge management roadmap for e-learning: the way ahead. International Journal of Distance Education Technologies 3(2), 1–11 (2005a)

    Google Scholar 

  • Lytras, M., Naeve, A., Pouloudi, A.: Knowledge management as a reference theory for e-learning: a conceptual and technological perspective. International Journal of Distance Education Technologies 3(2), 66–73 (2005b)

    Google Scholar 

  • Lytras, M., Ordóñez, P., Mantziou, M.: Information and communication technologies and management of education. Int. J. Management in Education (IJMIE) 1(3), 193–198 (2007)

    Google Scholar 

  • Lytras, M., Pouloudi, N., Poulymenakou, A.: Dynamic e-learning settings through advanced semantics. The value justification of a knowledge management oriented metadata schema. International Journal on E-learning 1(4), 49–61 (2002)

    Google Scholar 

  • Lytras, M., Sicilia, M.: Knowledge society a manifesto for knowledge and learning. Int. J. Knowledge and Learning 1(1), 1–11 (2005)

    Article  Google Scholar 

  • McIlraith, S., Son, T.C., Zeng, H.: Semantic web services. IEEE Intelligent Systems, Special Issue on the Semantic Web 16(2), 46–53 (2001)

    Google Scholar 

  • Moreale, E., Vargas-Vera, M.: Genre analysis and the automated extraction of arguments from student essays. In: The Seventh International Computer Assisted Assessment Conference (CAA-2003), Loughborough University, July 8–9 (2003)

    Google Scholar 

  • Moreale, E., Vargas-Vera, M.: Semantic services in e-learning: an argumentation case study. IFETS Journal of Educational Technology & Society, Special Issue on Ontologies and the Semantic Web for E-learning 7(4) (2004)

    Google Scholar 

  • Motta, E.: Reusable components for knowledge models: case studies in parametric design problem solving. Frontiers in Artificial Intelligence and Applications 53 (1999) ISBN: 1-58603-003-5

    Google Scholar 

  • Naeve, A., Lytras, M., Nejdl, W., Harding, J., Balacheff, N.: Advances of semantic web for e-learning: expanding learning frontiers. British of Educational Technology 37(3), 321–330 (2006)

    Article  Google Scholar 

  • Noy, N., Musen, M.: PROMPT: algorithm and tool for automated ontology merging and alignment. In: Proc. of the 17th National Conference on Artificial Intelligence (AAAI), Austin, Texas, USA (2000)

    Google Scholar 

  • Sampson, D., Lytras, M., Wagner, G., Diaz, P.: Ontologies and the semantic web for e-learning. IEEE LTTF ETS Journal 7(4), 26–28 (2004)

    Google Scholar 

  • Sicilia, M., Lytras, M.: Scenario-oriented reusable learning object characterizations. Int. J. Knowledge and Learning 1(4), 332–341 (2005a)

    Article  Google Scholar 

  • Sicilia, M., Lytras, M.: The semantic learning organization. The Learning Organization 12(5), 402–410 (2005b)

    Article  Google Scholar 

  • Sicilia, M., Lytras, M., Rodríguez, E., García-Barriocanal, E.: Integrating descriptions of knowledge management learning activities into large ontological structures: a case study. Data & Knowledge Engineering 57(2), 111–121 (2006)

    Article  Google Scholar 

  • Vargas-Vera, M.: Using prolog techniques to guide program composition, PhD thesis, Dept. of Artificial Intelligence, Edinburgh University (1995)

    Google Scholar 

  • Vargas-Vera, M., Motta, E.: AQUA – ontology-based question answering system. In: Monroy, R., Arroyo-Figueroa, G., Sucar, L.E., Sossa, H. (eds.) MICAI 2004. LNCS (LNAI), vol. 2972, pp. 468–477. Springer, Heidelberg (2004)

    Google Scholar 

  • Vargas-Vera, M., Motta, E., Domingue, J., Lanzoni, M., Stutt, A., Ciravegna, F.: MnM: ontology driven semi-automatic and automatic support for semantic markup. In: Gómez-Pérez, A., Benjamins, V.R. (eds.) EKAW 2002. LNCS (LNAI), vol. 2473, pp. 379–391. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  • Vargas-Vera, M., Robertson, D.: An environment for combining prolog programs based on knowledge about their construction. In: The 10th Workshop on Logic Programming (WLP 1994), University of Zurich, October, pp. 73–76 (1994)

    Google Scholar 

  • Vossen, G., Lytras, M., Koudas, N.: Knowledge and data engineering in the semantic web era. IEEE Transactions on Knowledge and Data Engineering 19(2), 145–148 (2007)

    Article  Google Scholar 

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Miltiadis D. Lytras John M. Carroll Ernesto Damiani Robert D. Tennyson

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© 2008 Springer-Verlag Berlin Heidelberg

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Vargas-Vera, M., Lytras, M. (2008). Personalized Learning Using Ontologies and Semantic Web Technologies. In: Lytras, M.D., Carroll, J.M., Damiani, E., Tennyson, R.D. (eds) Emerging Technologies and Information Systems for the Knowledge Society. WSKS 2008. Lecture Notes in Computer Science(), vol 5288. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-87781-3_20

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  • DOI: https://doi.org/10.1007/978-3-540-87781-3_20

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-87780-6

  • Online ISBN: 978-3-540-87781-3

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