Skip to main content

Some Notes on Pseudo-closed Sets

  • Conference paper

Part of the Lecture Notes in Computer Science book series (LNAI,volume 4390)

Abstract

Pseudo-intents (also called pseudo-closed sets) of formal contexts have gained interest in recent years, since this notion is helpful for finding minimal representations of implicational theories. In particular, there are some open problems regarding complexity. In our paper, we compile some results about pseudo-intents which contribute to the understanding of this notion and help in designing optimized algorithms. We provide a characterization of pseudo-intents based on the notion of a formal context’s incrementors. The latter are essentially non-closed sets which – when added to a closure system – do not enforce the presence of other new attribute sets. In particular, the provided definition is non recursive. Moreover we show that this notion coincides with the notion of a quasi-closed set that is not closed, which enables to reuse existing results and to formulate an algorithm that checks for pseudo-closedness. Later on, we provide an approach for further optimizing those algorithms based on a result which correlates the set of pseudo-intents of a formal context with the pseudo-intents of this context’s reduced version.

Keywords

  • Time Complexity
  • Closure System
  • Formal Concept
  • Closure Operator
  • Stem Base

These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Supported by the Deutsche Forschungsgemeinschaft (DFG) under the ReaSem project.

This is a preview of subscription content, access via your institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (Canada)
  • 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

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Day, A.: The lattice theory of functional dependencies and normal decompositions. International Journal of Algebra and Computation 2(4), 409–431 (1992)

    CrossRef  MATH  MathSciNet  Google Scholar 

  2. Dowling, W.F., Gallier, J.H.: Linear-time algorithms for testing the satisfiability of propositional Horn formulae. J. Log. Program. 1(3), 267–284 (1984)

    CrossRef  MathSciNet  Google Scholar 

  3. Ganter, B.: Two basic algorithms in concept analysis. Technical Report 831, FB4, TH Darmstadt (1984)

    Google Scholar 

  4. Ganter, B., Wille, R.: Formal Concept Analysis: Mathematical Foundations (Translator- Franzke, C.). Springer, New York (1997)

    Google Scholar 

  5. Guigues, J.-L., Duquenne, V.: Familles minimales d’implications informatives resultant d’un tableau de données binaires. Math. Sci. Humaines 95, 5–18 (1986)

    MathSciNet  Google Scholar 

  6. Kuznetsov, S.O.: On the intractability of computing the Duquenne-Guigues base. Journal of Universal Computer Science 10(8), 927–933 (2004)

    MathSciNet  Google Scholar 

  7. Kuznetsov, S.O., Obiedkov, S.A.: Counting pseudo-intents and #P-completeness. In: Missaoui, R., Schmidt, J. (eds.) Formal Concept Analysis. LNCS (LNAI), vol. 3874, pp. 306–308. Springer, Heidelberg (2006)

    CrossRef  Google Scholar 

  8. Maier, D.: The Theory of Relational Databases. Computer Science Press, New York (1983)

    Google Scholar 

  9. Priss, U.: Some open problems in formal concept analysis (Feb. 2006), http://www.upriss.org.uk/fca/problems06.pdf

  10. Wild, M.: Implicational bases for finite closure systems. In: Lex, W. (ed.) Arbeitstagung Begriffsanalyse und Künstliche Intelligenz, pp. 147–169. Springer, Heidelberg (1991)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Sergei O. Kuznetsov Stefan Schmidt

Rights and permissions

Reprints and Permissions

Copyright information

© 2007 Springer Berlin Heidelberg

About this paper

Cite this paper

Rudolph, S. (2007). Some Notes on Pseudo-closed Sets. In: Kuznetsov, S.O., Schmidt, S. (eds) Formal Concept Analysis. ICFCA 2007. Lecture Notes in Computer Science(), vol 4390. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-70901-5_10

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-70901-5_10

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-70828-5

  • Online ISBN: 978-3-540-70901-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics