Skip to main content

Constructive Theory Formation in Knowledge Based Systems

  • Conference paper
GWAI-85

Part of the book series: Informatik-Fachberichte ((2252,volume 118))

  • 50 Accesses

Abstract

The interest in knowledge acquisition systems has especially been emphasized by the recent development of domain independent expert systems. The paper presents a method for automated organization of knowledge bases using the constructive formation of theories, starting from unstructured knowledge. The method has been developed in connection with the system Inkas (Interactive Knowledge Acquisition System), a project for a domain-independent knowledge acquisition system currently in progress at Institute for Computers and Informatics in Bucharest, Romania. Domain specific knowledge bases prepared by the INKAS system are supposed to support various implementations of our operational domain independent expert system Intexp [3].

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 54.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 69.99
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. Chang C.C., Keisler H.J., Model theory. North Holland, 1973.

    MATH  Google Scholar 

  2. Bietterich T.G., Michalski R.S., A comparative review of selected methods for learning from examples. In: Michalski R.S., Carbonell J.G., Mitchell T.M. (eds.), Machine learning. Springer-Verlag, 1984.

    Google Scholar 

  3. Georgescu I., HotÇŽran A., Predescu R., Vlasiu M., Petrescu F., NicolÇŽiteÇŽ D., Nagy A., INTEXP: A domain-independent expert system. In: Bibel W., Petkoff B. (eds.), Artificial Intelligence Methodology Systems Applications. North Holland, 1985.

    Google Scholar 

  4. Georgescu I., The hypernets method for representing knowledge. In: Bibel W., Petkoff B. (eds.), Artificial Intelligence Methodology Systems Applications. North Holland, 1985.

    Google Scholar 

  5. Michalski R.S., A theory and methodology of inductive learning. In: Michalski R.S., Carbonell J.G., Mitchell T.M. (eds.), Machine learning. Springer-Verlag, 1984.

    Google Scholar 

  6. Michalski R.S., Stepp R.2., Learning from observation: conceptual clustering. In: Michalski R.S., Carbonell J.G., Mitchell T.M. (eds.), Machine learning. Springer-Verlag, 1984.

    Google Scholar 

  7. Thatcher J.W., Wagner E.G., Wright J.B., Notes on algebraic fundamentals for theoretical computer science In: de Bakker J.W., van Leeuwen J. (eds.), Foundations of computer science. Part 2: Languages, logic, semantics. Mathematical Centre Tracts l09, Amsterdam, 1979.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1986 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Georgescu, I. (1986). Constructive Theory Formation in Knowledge Based Systems. In: Stoyan, H. (eds) GWAI-85. Informatik-Fachberichte, vol 118. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-71145-9_27

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-71145-9_27

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-16451-7

  • Online ISBN: 978-3-642-71145-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics