Skip to main content

Towards Databases for Knowledge Representation

  • Chapter
Foundations of Knowledge Base Management

Part of the book series: Topics in Information Systems ((TINF))

  • 92 Accesses

Abstract

This chapter discusses architectural aspects of Distributed Knowledge Base Management Systems. We investigate how research results on knowledge representation from the artificial intelligence side and on massive data management from the database side may be effectively combined in the design and development of a future distributed knowledge base management system architecture. In particular we address the incorporation of preexisting, autonomously created and administered, heterogeneous database systems as components in a Distributed Knowledge Base Management System and we illustrate how a relational data base schema may be translated into a semantic data model using the Temporal Hierarchic Model [FN85, SCHI83b] as the representation tool.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Albano, A., L. Cardelli, and R. Orsini, “Galileo: A Strongly Typed, Interactive Conceptual Language”, ACM Transactions on Database Systems, Vol. 10, No. 2, August 1985, pp. 230–260.

    Article  Google Scholar 

  2. Biskup, J., and B. Convent, “A Formal View Integration Method”, ACM SIGMOD International Conference on Management of Data, 1986.

    Google Scholar 

  3. Barr, A., and E.A. Feigenbaum, The Handbook of Artificial IntelligenceVol. 7, W. Kaufmann, Los Altos, CA, 1981.

    Google Scholar 

  4. BrOdie, M.L., and J. Mylopoulos (eds.), On Knowledge Base Management Systems, Integrating Artificial Intelligence and Database Technologies, Springer-Verlag, Berlin, Heidelberg, May 1986.

    MATH  Google Scholar 

  5. Brodie, M.L., J. Mylopoulos, and J.W. Schmidt (eds.), On Conceptual Modelling: Perspectives from Artificial Intelligence, Databases and Programming Languages, Springer-Verlag, Berlin, Heidelberg, 1984.

    MATH  Google Scholar 

  6. Carey, M.J., and D.J. DeWitt, “Extensible Database Management Systems”, in [BM86a].

    Google Scholar 

  7. Casanova, M., R. Fagin, and C. Papadimitriou, “Inclusion Dependencies and Their Interaction with Functional Dependencies”, ACM 1983 Principles of Database Systems, pp. 171-176.

    Google Scholar 

  8. Codd, E.F., “Extending the Database Relational Model to Capture More Meaning”, ACM Transactions on Database Systems, Vol. 4, No. 4, December 1979, pp. 397–434.

    Article  Google Scholar 

  9. Casanova, M., and V. Vidal, “Towards a Sound View Integration Methodology”, ACM 1983 Principles of Database Systems, 1983.

    Google Scholar 

  10. Daniels, D., P. Selinger, L. Haas, B. Lindsay, C. Mohan, A. Walker, and P. Wilms, “An Introduction to Distributed Query Compilation in R*”, IBM Research Laboratory, San Jose, California, 1982.

    Google Scholar 

  11. Debanqe, X., “A Knowledge Model for Expert Systems, Based on a Data Model”, in [KERS86].

    Google Scholar 

  12. Dayal, U., and J.M. Smith, “PROBE: A Knowledge-Oriented Database Management System”, Proc. Islamorada Workshop on Large-Scale Knowledge Base and Reasoning Systems, February 1985, pp. 103-138, also [BM86a].

    Google Scholar 

  13. Fox, M.S., and J. McDermott, “The Role of Databases in Knowledge Based Systems”, in [BM86a], 1986, pp. 407-430.

    Google Scholar 

  14. Furtado, L., and E.J. Neuhold, Formal Techniques for Data Base Design, Springer-Verlag, Berlin, Heidelberg, 1985.

    Google Scholar 

  15. Hammer, M., and D. McLeod, “Database Description with SDM: A Semantic Database Model”, ACM Transactions on Database Systems, Vol. 6, No. 3, 1981, pp. 351–381.

    Article  Google Scholar 

  16. Kerschberg, L. (ed.), Expert Database Systems, see [KERS84], 1st International Workshop on Expert Database Systems, Benjamin/Cummings Publishing Company, Inc., Menlo Park, CA, 1986.

    Google Scholar 

  17. Litwin, W., J. Boudenant, C. Esculier, A. Ferrier, A.M. Glorieux, J. La Chimia, K. Kabbaj, C. Moulinoux, P. Rolin, and C. Stangret, “SIRIUS Systems for Distributed Data Management”, I.N.R.I.A. 78153, Le Chesnay, France, 1982.

    Google Scholar 

  18. Litwin, W., “An Overview of the Multidatabase System MRDSM”, IEEE COMPSAC, Chicago, October 1985.

    Google Scholar 

  19. Maier, D., The Theory of Relational Databases, Computer Science Press, Potomac, MD, 1983.

    MATH  Google Scholar 

  20. Mylopoulos, J., P.A. Bernstein, and H.K.T. Wong, “A Language Facility for Designing Interactive Database-Intensive Applications”, ACM Transactions on Database Systems, Vol. 5, No. 2, June 1980, pp. 185–207.

    Article  Google Scholar 

  21. Mannila, H., and K. Raiha, “Inclusion Dependencies in Database Design”, Proc. IEEE COMPDEC Conference, 1986, pp. 713–718.

    Google Scholar 

  22. Neuhold, E.J., and B. Walter, “An Overview of the Architecture of the Distributed Data Base System ‘POREL’”, Institute fur Informatik, University of Stuttgart, Stuttgart, Federal Republic of Germany, 1982.

    Google Scholar 

  23. Neuhold, E.J., “Objects and Abstract Data Types in Information Systems”, in R. Meersman and T.B. Steel (eds.), Proc. IFIP TC2 Working Conference on Database Semantics, North-Holland, Amsterdam, 1986.

    Google Scholar 

  24. Schiel, U., “An Abstract Introduction to the Temporal-Hierarchic Data Model, THM”, Proc. 9th Conference on Very Large Databases, 1983, pp. 322-330.

    Google Scholar 

  25. Schiel, U., “ A Semantic Data Model and Its Mapping to the Internal Relational Model”, in P. Stocker, M. Atkinson, and P. Grey (eds.), Databases— Roles and Structures, Cambridge Univ. Press, 1983.

    Google Scholar 

  26. Smith, J.M., S.A. Fox, and T. Landers, “ADAPLEX: Rationale and Reference Manual”, 2nd ed., Technical Report CCA-83-08, Computer Corporation of America, Cambridge, MA, May 1983.

    Google Scholar 

  27. Schiel, U., A. Furtado, E. Neuhold, and M. Casanova, “Towards Multi-Level and Modular Conceptual Schemes”, Information Systems Vol. 9, No. 1,1984, pp. 43–47.

    Article  MATH  Google Scholar 

  28. Shipman, D.W., “The Functional Data Model and the Data Language DAPLEX”, ACM Transactions on Database Systems, Vol. 6, No. 1, March 1981, pp. 140–173.

    Article  Google Scholar 

  29. Studer, R., A. Horrdasch, and A. Yasdi, “Modelling Office Information Systems by Using Timed THM-Nets”, Proc. IFIP8.1 Working Conference on Theoretical and Formal Aspects of Informationsystems, Sitges, North-Holland, Amsterdam, April 1985.

    Google Scholar 

  30. Stonebraker, M., “Triggers and Inference in Database Systems”, in [BM86a], 1986, pp. 297-314.

    Google Scholar 

  31. Schrefl, M., A.M. Tjoa, and R.R. Wagner, “Comparison Criteria for Semantic Data Models”, Proc. IEEE COMPDEC Conference, 1984.

    Google Scholar 

  32. Tsou, D., and P. Fischer, “Decomposition of a Relational Schema into Boyce-Codd Normal Form”, Proc. of the ACM National Conference, 1980, pp. 411–417.

    Google Scholar 

  33. Urban, S., and L. Delcambre, “An Analysis of the Structural, Dynamic and Temporal Aspects of Semantic Data Models”, Proc. IEEE COMPDEC Conference, Los Angeles, 1986.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1989 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Neuhold, E.J., Schrefl, M. (1989). Towards Databases for Knowledge Representation. In: Schmidt, J.W., Thanos, C. (eds) Foundations of Knowledge Base Management. Topics in Information Systems. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-83397-7_11

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-83397-7_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-83399-1

  • Online ISBN: 978-3-642-83397-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics