Abstract
The paper presents an approach for the dynamic generation of a complex structure of personalized web pages for learning purposes, reflecting the ontology of the considered domain. The need of assuring a holistic character for the body of knowledge induced in the learner’s mind is emphasized. This is very important in the learning processes, especially nowadays, in the context of the huge amount of information available on the web and of its permanent evolution. The approach permits the adaptation of the content of the generated web pages to the incoming information from the web. New information is extracted, annotated and coherently integrated in the body of knowledge in order to keep the holistic character of the body of knowledge. Personalization is achieved by filtering the semantic network according to the learner model, which keeps the list of concepts known or unknown by the learner. The approach was used in an EU INCO Copernicus project for computer aided language learning.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Barbuceanu, M. and Trausan-Matu, S. (1987) Integrating Declarative Knowledge Programming Styles and Tools in a Structured Object Environment, in J. Mc.Dermott (ed.) Proceedings of 10-th International Joint Conference on Artificial Intelligence IJCAI’87, Italia, Morgan Kaufmann Publishers, Inc.
deBra, P., Brusilovsky, Houser, G.J., Adaptive Hypermedia: From Systems to Framework, ACM Computing Surveys, 31(4), 1999.
Breese, J., Heckerman, D., Kadie, C., Empirical Analysis of Predictive Algorithms for Collaborative Filtering, Procs. Of 14th Conf. On Uncertainity in AI, Morgan Kaufmann, 1998
Cerri, S.A., Loia, V., Maffioletti, S., Fontanesi, P., and Bettinelli, A. (1999) Serendipitous acquisition of Web knowledge by Agents in the context of Human Learning. In: Proceedings of THAI-ETIS: European Symposium on Telematics, Hypermedia and Artificial Intelligence, Varese, Italy.
Dimitrova, V., Self, J., Brna, P., ‘Maintaining a Joinly Constrcted Student Model’, in S.A. Cerri (ed.), Artificial Intelligence, Methodology, Systems, Applications 2000, Springer-Verlag, ISBN 3-540-41044-9, pp.221-231.
Engelbart, D.C. (1995) Toward Augmenting the Human Intellect and Boosting our Collective IQ, Communications of the ACM, vol. 38, no. 8, pp. 30–33.
Gruber, T., What is an Ontology, http://www-ksl.stanford.edu/kst/what-is-an-ontology.html
Lieberman, H., Letizia: An Agent That Assists Web Browsing, International Joint Conference on Artificial Intelligence, Montreal, August 1995.
Nelson, T.H. (1995), ‘The Heart of Connection: Hypermedia Unified by Transclusion’, Communications of the ACM, vol. 38, no. 8, pp. 31–33.
Siekmann, J., Benzmuller, C, and all, Adaptive Course Generation and Presentation, Proceedings of the International Workshop on Adaptive and Intelligent Web-based Educational Systems, Montreal, 2000
Thuering, M., Hannemann, J., Haake, J.M., Hypermedia and Cognition: Designing for Comprehension, Communications of the ACM, vol. 38, no. 8, pp. 57–66, aug. 1995.
Trausan-Matu, St. (1997) ‘Knowledge-Based, Automatic Generation of Educational Web Pages’, in Proceedings of Internet as a Vehicle for Teaching Workshop, Ilieni, June 1997, pp. 141–148, See also http://rilw.emp.paed.uni-muenchen.de/99/papers/Trausan.html
Trausan-Matu, St. (1999) ‘Web Page Generation Facilitating Conceptualization and Immersion for Learning Finance Terminology’, in Proceedings of RILW99. See also http://rilw.emp.paed.uni-muenchen.de/99/papers/Trausan.html
Trausan-Matu, St. (2000) ‘Metaphor Processing for Learning Terminology on the Web’, in S.A. Cerri (ed.), Artificial Intelligence, Methodology, Systems, Applications 2000, Springer-Verlag, ISBN 3-540-41044-9, pp. 232–241.
Vassilieva, J., http://julita.usask.ca/homepage/AIED'97.ps 16. Vitanova, I. (1999) English for Finance. Understanding Money and Markets, Research report, Larflast project, http://www-it.fmi.uni-sofia.bg/larflast/
Weber, G., Specht, M., User Modeling and Adaptive Navigation Support, in WWW-based Tutoring Systems, http://www.psychologie.uni-trier.de:8000/projects/ELM/Papers/UM97-WEBER.html
Wittman, P., Evolution de l’activite editoriale face a un nouvel ordinateur: le Web, Eng. These, Univ. Montpellier, France, 2002
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2002 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Trausan-Matu, S., Maraschi, D., Cerri, S. (2002). Ontology-Centered Personalized Presentation of Knowledge Extracted from the Web. In: Cerri, S.A., Gouardères, G., Paraguaçu, F. (eds) Intelligent Tutoring Systems. ITS 2002. Lecture Notes in Computer Science, vol 2363. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-47987-2_30
Download citation
DOI: https://doi.org/10.1007/3-540-47987-2_30
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-43750-5
Online ISBN: 978-3-540-47987-1
eBook Packages: Springer Book Archive