Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
Skip to main content

A description logic model for querying knowledge bases for structured documents

  • Communications Session 1A Logic for AI
  • Conference paper
  • First Online:
Foundations of Intelligent Systems (ISMIS 1997)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1325))

Included in the following conference series:

Abstract

Structure is an important characteristic of documents. In the document management community it has been realized that there is a need for querying and retrieval of documents based on the structure of the documents. In this paper we propose a knowledge-based system for representation and retrieval of documents. The model on which the system is based is an extension of the description logic model of information retrieval. We discuss the advantages of our model and we show how our model can cope with many of the desirable queries involving the structure of documents.

Part of this work was done while the first author was visiting the Department of Computer Science of the RMIT University in Melbourne, Australia. The first author is supported by grant 95-176 from the Swedish Research Council for Engineering Sciences (TFR).

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Arnold-Moore, T., Fuller, M., Lowe, B., Thom, J., Wilkinson, R., ‘The ELF data model and SGQL query language for structured document databases', Proceedings of the Australasian Database Conference, pp 17–26, Adelaide, Australia, 1995.

    Google Scholar 

  2. Artale, A., Cesarini, F., Grazzini, E., Pippolini, F., Soda, G., ‘Modelling Composition in a Terminological Language Environment', Proceedings of the ECAI Workshop on Parts and Wholes, pp 93–101, Amsterdam, August 1994.

    Google Scholar 

  3. Artale, A., Franconi, E., Guarino, N., Pazzi, L., ‘Part-Whole Relations in ObjectCentered Systems: An Overview', Data and Knowledge Engineering, Vol 20(3), pp 347–383, 1996.

    Google Scholar 

  4. Bertino, E., Rabitti, F., Gibbs, S., ‘Query Processing in a Multimedia Document System', ACM Transactions on Office Informations Systems, Vol 6(1), pp 1–41, 1988.

    Google Scholar 

  5. Blake, G., Conses, P., Kilpeläinen, P., Larson, P., Snider, T., Tompa, F., ‘Text/relational Database Management Systems: Harmonizing SQL and SGML', Proceedings of the International Conference on Applications of Databases, LNCS 819, pp 267–280, Vadstena, Sweden, 1994.

    Google Scholar 

  6. Borgida, A., Brachman, R., McGuinness, D., Resnick, L., ‘CLASSIC: a structural data model for objects', Proceedings of the ACM International Conference on Management of Data-SIGMOD 89, pp 58–67, 1989.

    Google Scholar 

  7. Burkowski, F., ‘Retrieval Activities in a Database Consisting of Heterogeneous Collections of Structured Text', Proceedings of the 15th ACM International Conference on Research and Development in Information Retrieval-SIGIR 92, pp 112–125, Copenhagen, Denmark, 1992.

    Google Scholar 

  8. Christophides, V., Abiteboul, S., Cluet, S., Scholl, M., ‘From Structured Documents to Novel Query Facilities', Proceedings of the ACM International Conference on Management of Data-SIGMOD 94, pp 1–22, 1994.

    Google Scholar 

  9. Franconi, E., ‘A Treatment of Plurals and Plural Qualifications based on a Theory of Collections', Minds and Machines: Special Issue on Knowledge Representation for Natural Language Processing, Vol 3(4), pp 453–474, November 1993.

    Google Scholar 

  10. Goldfarb, C.F., The SGML Handbook, Clarendon Press, Oxford, 1990.

    Google Scholar 

  11. Hors, P., ‘Description logics to specify the part-whole relation', Proceedings of the ECAI Workshop on Parts and Wholes, pp 103–109, Amsterdam, August 1994.

    Google Scholar 

  12. Jang, Y., Patil, R., ‘KOLA: A Knowledge Organization Language', Proceedings of the 13th Symposium on Computer Applications in Medical Care, pp 71–75, 1989.

    Google Scholar 

  13. Kilpeläinen, P., Manilla, H., ‘Retrieval from Hierarchical Texts by Partial Patterns', Proceedings of the 16th ACM International Conference on Research and Development in Information Retrieval-SIGIR 93, pp 214–222, Pittsburgh, PA, USA, 1993.

    Google Scholar 

  14. Lambrix, P., Part-Whole Reasoning in Description Logics, Ph.D. Thesis 448, Department of Computer and Information Science, Linköping University, 1996.

    Google Scholar 

  15. Lambrix, P., Shahmehri, N., Åberg, J., ‘Towards Creating a Knowledge Base for World-Wide Web Documents', Proceedings of the LASTED International Conference on Intelligent Information Systems, Grand Bahama Island, Bahamas, 1997.

    Google Scholar 

  16. MacLeod, I., ‘A Query Language for Retrieving Information from Hierarchic Text Structures', The Computer Journal, Vol 34(3), pp 254–264, 1991.

    Google Scholar 

  17. Meghini, C., Sebastiani, F., Straccia, U., Thanos, C., ‘A Model of Information Retrieval based on a Terminological Logic', Proceedings of the 16th ACM International Conference on Research and Development in Information Retrieval-SIGIR 93, pp 298–307, Pittsburgh, PA, USA, 1993.

    Google Scholar 

  18. Padgham, L., Lambrix, P., ‘A Framework for Part-of Hierarchies in Terminological Logics', Principles of Knowledge Representation and Reasoning: Proceedings of the Fourth International Conference-KR 94, pp 485–496, Bonn, Germany, 1994.

    Google Scholar 

  19. Sacks-Davis, R., Arnold-Moore, T., Zobel, J., ‘Database systems for structured documents', Proceedings of the International Symposium on Advanced Database Technologies and Their Integration, pp 272–283, Nara, Japan, 1994.

    Google Scholar 

  20. Salton, G., McGill, M., Introduction to Modern Information Retrieval, McGrawHill, Tokio, 1983.

    Google Scholar 

  21. Sattler, U., ‘A Concept Language for an Engineering Application with Part-Whole Relations', Proceedings of the International Workshop on Description Logics, pp 119–123, Roma, Italy, 1995.

    Google Scholar 

  22. Sebastiani, F., ‘A Probabilistic Terminological Logic for Modelling Information Retrieval', Proceedings of the 17th ACM International Conference on Research and Development in Information Retrieval-SIGIR 94, pp 122–130, Dublin, Ireland, 1994.

    Google Scholar 

  23. Speel, P.-H., Patil-Schneider, P.F., ‘CLASSIC Extended with Whole-Part Relations', Proceedings of the International Workshop on Description Logics, pp 45–50, Bonn, Germany, 1994.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Zbigniew W. Raś Andrzej Skowron

Rights and permissions

Reprints and permissions

Copyright information

© 1997 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Lambrix, P., Padgham, L. (1997). A description logic model for querying knowledge bases for structured documents. In: Raś, Z.W., Skowron, A. (eds) Foundations of Intelligent Systems. ISMIS 1997. Lecture Notes in Computer Science, vol 1325. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-63614-5_7

Download citation

  • DOI: https://doi.org/10.1007/3-540-63614-5_7

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-63614-4

  • Online ISBN: 978-3-540-69612-4

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics