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Web-based dynamic learning through lexical chaining: a step forward towards knowledge-driven education

Published: 30 June 2008 Publication History

Abstract

In this paper we report on our experience using a linguistic technique, called lexical chaining, in assisting the dynamic hierarchical learning of sequentially accessible information for both human and software agents.

References

[1]
Halliday, M.A.K., and Hassan, R. 1976 Cohesion in English. London, Longman.
[2]
Nelken, R., Shieber, S.M. 2007 Lexical Chaining and Word -Sense-Disambiguation. Technical report (TR-06-07), Comp. Sci. Group, Harvard University, Cambridge, MA, USA.
[3]
Barzilay, R., and Elhadad, M. 1999 Using lexical chains for text summarization. In: Mani, I., and Maybury, M.T (eds.) Advances in automatic text summarization (pp. 111--121), Cambridge, MA. The MIT Press.
[4]
Hirst, G., and Budanitsky, A. 2005 Correcting real-word spelling errors by restoring lexical cohesion. J. Natural Language Engineering. 11(1) (March 2005), 87--111.
[5]
Hirst, G., and St-Onge, D. 1998 Lexical chains as representations of context for the detection and correction of malapropisms. In: Fellbaum, C. (ed.): WordNet: An Electronic Lexical Database. Cambridge, MA. MIT Press.
[6]
Shaban-Nejad, A., and Haarslev, V. 2008. Incremental Biomedical Ontology Change Management through Learning Agents. In Proceedings of 2nd KES Intl. Sympo. on Agent and Multi-agent Systems: Tech. and App. (Incheon, Korea, March 26 - 28, 2008). Springer Vol. 4953, Berlin, 526--535. DOI= http://dx.doi.org/10.1007/978-3-540-78582-8_53
[7]
Morris, J., and Hirst, G. 1991 Lexical cohesion computed by thesaural relations as an indicator of the structure of text. J. Computational Linguistics. 17(1) (March 1991), 21--45.

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  1. Web-based dynamic learning through lexical chaining: a step forward towards knowledge-driven education

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      Published In

      cover image ACM SIGCSE Bulletin
      ACM SIGCSE Bulletin  Volume 40, Issue 3
      ITiCSE '08
      September 2008
      362 pages
      ISSN:0097-8418
      DOI:10.1145/1597849
      Issue’s Table of Contents
      • cover image ACM Conferences
        ITiCSE '08: Proceedings of the 13th annual conference on Innovation and technology in computer science education
        June 2008
        394 pages
        ISBN:9781605580784
        DOI:10.1145/1384271
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 30 June 2008
      Published in SIGCSE Volume 40, Issue 3

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      Author Tags

      1. dynamic e-learning
      2. lexical chaining
      3. ontology learning
      4. ontology population

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