Abstract
The development of Computer Supported Learning Systems is a hard task and, therefore, they are not as broadly used as expected yet. Some authors have claimed that tools for generating learning material in automatic or semiautomatic way are needed. This paper describes how didactic resources can be semi automatically generated from electronic documents using ontologies and Natural Language Processing techniques. Gathering atomic didactic resources and combining them is essential to get results that match human instructors’ expects. Several didactic resource similarity measuring methods have been implemented and tested.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Murray, T., Blessing, S., Ainsworth, S. (eds.): Authoring Tools for Advanced Technology Learning Environments. Kluwer Academic Publishers, Dordrecht (2003)
Brusilovsky, P., et al.: Interactive Authoring Support for Adaptive Educational Systems. In: 12th International Conference in Artificial Intelligence in Education. IOS Press, Amsterdam (2005)
Arroyo, I., Schapira, A., Woolf, B.P.: Authoring and Sharing Word Problems with AWE. In: 10th International Conference on Artificial Intelligence in Education. IOS Press, San Antonio (2001)
Ritter, S., et al.: Authoring Content in the PAT Algebra Tutor. Journal of Interactive Media in Education 9 (1998)
Murray, T.: Authoring Intelligent Tutoring Systems: An analysis of the state of the art. International Journal of Artificial Intelligence in Education 10, 98–129 (1999)
Larrañaga, M., et al.: Acquisition of the Domain Structure from Document Indexes Using Heuristic Reasoning. In: Lester, J.C., Vicari, R.M., Paraguaçu, F. (eds.) ITS 2004. LNCS, vol. 3220. Springer, Heidelberg (2004)
Hughes, T., Ramage, D.: Lexical Semantic Relatedness With Random Graph Walks. In: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Prague (2007)
Meder, N.: Didaktische ontologien. In: Globalisierung und Wissensorganisation: Neue Aspekte für Wissen, Wissenschaft und Informationssysteme (2000)
Leidig, T.: L3–Towards an Open Learning Environment. ACM Journal of Educational Resources in Computing 1(1), 5–11 (2001)
Larrañaga, M., et al.: Towards Collaborative Domain Module Authoring. In: IEEE International Conference on Advanced Learning Technologies 2007 (ICALT 2007) (2007)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Larrañaga, M., Elorriaga, J.A., Arruarte, A. (2008). A Heuristic NLP Based Approach for Getting Didactic Resources from Electronic Documents. In: Dillenbourg, P., Specht, M. (eds) Times of Convergence. Technologies Across Learning Contexts. EC-TEL 2008. Lecture Notes in Computer Science, vol 5192. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-87605-2_22
Download citation
DOI: https://doi.org/10.1007/978-3-540-87605-2_22
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-87604-5
Online ISBN: 978-3-540-87605-2
eBook Packages: Computer ScienceComputer Science (R0)