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Part of the book series: Cognitive Technologies ((COGTECH))

Summary

The approach to knowledge representation taken in the multimodal, multidomain, and multiscenario dialogue system — SmartKom — is presented. We focus on the ontological and representational issues and choices helping to construct an ontology, which is shared by multiple components of the system and can be reused in different projects and applied to various tasks. Finally, two applications of the ontology that highlight the usefulness of our approach are described.

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References

  • J. Alexandersson and T. Becker. The Formal Foundations Underlying Overlay. In: Proc. 5th Int. Workshop on Computational Semantics (IWCS-5), pp. 22–36, Tilburg, The Netherlands, February 2003.

    Google Scholar 

  • J.F. Allen, B. Miller, E. Ringger, and T. Sikorski. A Robust System for Natural Spoken Dialogue. In: Proc. 34th Annual Meeting of the Association for Computational Linguistics, pp. 62–70, Santa Cruz, CA, June 1996.

    Google Scholar 

  • C.F. Baker, C.J. Fillmore, and J.B. Lowe. The Berkeley FrameNet Project. In: Proc. COLING-ACL’98, pp. 86–90, Montreal, Canada, 1998.

    Google Scholar 

  • R. Engel. SPIN: Language Understanding for Spoken Dialogue Systems Using a Production System Approach. In: Proc. ICSLP-2002, pp. 2717–2720, Denver, CO, 2002.

    Google Scholar 

  • D. Fensel, F. van Harmelen, I. Horrocks, D.L. McGuinness, and P.F. Patel-Schneider. OIL: An Ontology Infrastructure for the Semantic Web. IEEE Intelligent Systems, 16(2):38–45, 2001.

    Article  Google Scholar 

  • G. Ferguson, J.F. Allen, B. Miller, and E. Ringger. The Desgin and Implementation of the TRAINS-96 System. Technical Report 96-5, University of Rochester, New York, 1996.

    Google Scholar 

  • N. Guarino and R. Poli. Formal Ontology in Conceptual Analysis and Knowledge Representation. Special issue of the Int. Journal of Human and Computer Studies, 43, 1995.

    Google Scholar 

  • N. Guarino and C. Welty. A Formal Ontology of Properties. In: R. Dieng and O. Corby (eds.), Proc. EKAW-2000: The 12th Int. Conf. On Knowledge Engineering and Knowledge Management, vol. 1937, pp. 97–112, Berlin Heidelberg New York, 2000. Springer.

    Google Scholar 

  • I. Gurevych, R. Malaka, R. Porzel, and H.P. Zorn. Semantic Coherence Scoring Using an Ontology. In: Proc. Human Language Technology Conference / North American Chapter of the Association for Computational Linguistics Annual Meeting 2003, pp. 88–95, Edmonton, Canada, 2003a.

    Google Scholar 

  • I. Gurevych, R. Porzel, E. Slinko, N. Pfleger, J. Alexandersson, and S. Merten. Less Is More: Using a Single Knowledge Representation in Dialogue Systems. In: Proc. HLT-NAACL’03 Workshop on Text Meaning, pp. 14–21, Edmonton, Canada, May 2003b.

    Google Scholar 

  • I. Gurevych, R. Porzel, and M. Strube. Annotating the Semantic Consistency of Speech Recognition Hypotheses. In: Proc. 3rd SIGdial Workshop on Discourse and Dialogue, pp. 46–49, Philadelphia, PA, July 2002.

    Google Scholar 

  • G. Herzog, H. Kirchmann, S. Merten, A. Ndiaye, and P. Poller. MULTIPLATFORM Testbed: An Integration Platform for Multimodal Dialog Systems. In: Proc. HLTNAACL 2003 Workshop on Software Engineering and Architecture of Language Technology Systems (SEALTS), pp. 76–83, Edmonton, Canada, May 2003.

    Google Scholar 

  • M. Löckelt, T. Becker, N. Pfleger, and J. Alexandersson. Making Sense of Partial. In: C.M. Johan Bos, Mary Ellen Foster (ed.), Proc. 6th Workshop on the Semantics and Pragmatics of Dialogue (EDILOG 2002), pp. 101–107, Edinburgh, UK, September 2002.

    Google Scholar 

  • N. Pfleger, J. Alexandersson, and T. Becker. Scoring Functions for Overlay and Their Application in Discourse Processing. In: Proc. KONVENS 2002, pp. 139–146, Saarbruecken, Germany, September–October 2002.

    Google Scholar 

  • R. Porzel and I. Gurevych. Contextual Coherence in Natural Language Processing. In: P. Blackburn, C. Ghidini, R.M. Turner, and F. Giunchiglia (eds.), Proc. of Modeling and Using Context — 4th International and Interdisciplinary Conference, CONTEXT 2003, LNCS 2680, pp. 272–285, Berlin Heidelberg New York, 2003. Springer.

    Google Scholar 

  • R. Porzel, I. Gurevych, and C. Müller. Ontology-Based Contextual Coherence Scoring. In: Proc. 4th SIGdial Workshop on Discourse and Dialogue, Sapporo, Japan, July 2003a.

    Google Scholar 

  • R. Porzel, N. Pfleger, S. Merten, M. Loeckelt, I. Gurevych, R. Engel, and J. Alexandersson. More on Less: Further Applications of Ontologies in Multi-Modal Dialogue Systems. In: Proc. 3rd IJCAI 2003 Workshop on Knowledge and Reasoning in Practical Dialogue Systems, Acapulco, Mexico, 2003b.

    Google Scholar 

  • S.J. Russell and P. Norvig. Artificial Intelligence. A Modern Approach. Prentice Hall, Englewood Cliffs, NJ, 1995.

    MATH  Google Scholar 

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© 2006 Springer-Verlag Berlin Heidelberg

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Gurevych, I., Porzel, R., Malaka, R. (2006). Modeling Domain Knowledge: Know-How and Know-What. In: Wahlster, W. (eds) SmartKom: Foundations of Multimodal Dialogue Systems. Cognitive Technologies. Springer, Berlin, Heidelberg . https://doi.org/10.1007/3-540-36678-4_5

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  • DOI: https://doi.org/10.1007/3-540-36678-4_5

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-23732-7

  • Online ISBN: 978-3-540-36678-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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