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FSS-WASTL interactive knowledge acquisition for a semantic lexicon

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Trends in Artificial Intelligence (AI*IA 1991)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 549))

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Abstract

The following paper describes FSS-WASTL, a system for the acquisition of semantic knowledge within XTRA — a natural language access system to expert systems. Starting from user-supplied example utterances, hypotheses for lexical entries are induced, which then are refined top down through interactive classification. The refinement process of FSS-WASTL is a variant of the well-known KLONE classification procedure and is an extension of T. Finin's interactive classifier. The integration of XTRA's natural language generator, which is a highlight of FSS-WASTL, allows for the paraphrasing of the user's input for clarification purposes. FSS-WASTL is compared with other research systems. It is argued that this approach can be transfered to applications beyond the natural language domain.

This research has been supported by the German Science Foundation in its Special Collaborative Research Programme on Artificial Intelligence and Knowledge Based Systems (SFB 314).

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References

  1. J. Allgayer, K. Harbusch, A. Kobsa, C. Reddig, N. Reithingei, and D. Schmauks. XTRA: A natural-language access system to expert systems. International Journal of Man-Machine Studies., 31(2):161–195, August 1989.

    Google Scholar 

  2. J. Allgayer, R. Jansen-Winkeln, C. Reddig, and N. Reithinger. Bidirectional use of knowledge in the multi-modal NL access system XTRA. In: 11th IJCAI, pp. 1492–1497, 1989.

    Google Scholar 

  3. F. Antonacci, M. Russo, M. T. Pazienza, and P. Velardi. A system for text analysis and lexical knowledge acquisition. Data & Knowledge Engineering, 4(1):1–20, Juli 1989.

    Google Scholar 

  4. D. Aue, S. Heib, and A. Ndiaye. SB-ONE Matcher: Systembeschreibung und Benutzeranleitung. SFB 314, Memo 32, Fachbereich Informatik, Universität des Saarlandes, Saarbrücken, 1989.

    Google Scholar 

  5. R. J. Brachman and J. G. Schmolze. An Overview of the KL-ONE Knowledge Representation System. Cognitive Science, 9(2):171–216,1985.

    Google Scholar 

  6. T. Finin and D. Silverman. Interactive Classification: A Technique for the Acquistion and Maintenance of Knowledge Bases. Report ms-cis-84-17, University of Pennsylvania, Computer and Information Science, 1984.

    Google Scholar 

  7. T. Finin. Interactive Classification: A Technique for Acquiring and Maintaining Knowledge Bases. In: IEEE, volume 74, pp. 1414–1421, October 1986.

    Google Scholar 

  8. N. Haas and G. Hendrix. Learning by being told. In: R.S. Michalski, J.G. Carbonell, and T.M. Mitchell (eds.), Machine Learning: An Artificial Intelligence Approach, pp. 405–427. Springer-Verlag, 1984.

    Google Scholar 

  9. R. M. Jansen-Winkeln. WASTL: An Approach to Knowledge Acquisition in the NL Domain. In: EKAW, pp. 22.1–22.15, Bonn, W. Germany, June 1988.

    Google Scholar 

  10. H. Klein. WIMOX — ein Wissenserwerbssystem für ein morphologisches Lexikon. Master thesis, Fachbereich Informatik, Universität des Saarlandes, Saarbrücken, 1990.

    Google Scholar 

  11. A. Kobsa. Utilizing Knowledge: The Components of the SB-ONE Knowledge Representation Workbench. In: J. Sowa (ed.), Principles of Semantic Networks: Explorations in the Representation of Knowledge. San Mateo, CA: Morgan Kaufmann, 1991.

    Google Scholar 

  12. A. Ndiaye. FSS-WASTL — Ein interaktives Wissensakquisitionssystem zur Erweiterung des semantischen Lexikons in XTRA. Master thesis, Fachbereich Informatik, Universität des Saarlandes, Saarbrücken, 1990.

    Google Scholar 

  13. N. Reithinger. POPEL — A parallel and incremental Natural Language Generation System. In: C. Paris, W. Swartout, and W. Mann (eds.), Natural Language Generation in Artificial Intelligence and Computational Linguistics. Kluwer Academic Publishers, 1990.

    Google Scholar 

  14. R. Weischedel, D. Ayuso, A. Haas, E. Hinrichs, R. Scha, V. Shaked, and D. Stallard. Research and Development in Natural Language Understanding as Part of the Strategic Computing Program. Annual technical report 6522, BBN Laboratories Incorporated, Cambridge, MA, 1987.

    Google Scholar 

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Edoardo Ardizzone Salvatore Gaglio Filippo Sorbello

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© 1991 Springer-Verlag Berlin Heidelberg

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Jansen-Winkeln, R.M., Ndiaye, A., Reithinger, N. (1991). FSS-WASTL interactive knowledge acquisition for a semantic lexicon. In: Ardizzone, E., Gaglio, S., Sorbello, F. (eds) Trends in Artificial Intelligence. AI*IA 1991. Lecture Notes in Computer Science, vol 549. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-54712-6_223

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  • DOI: https://doi.org/10.1007/3-540-54712-6_223

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  • Online ISBN: 978-3-540-46443-3

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