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Unification in the Description Logic \(\mathcal{EL}\) without the Top Concept

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Book cover Automated Deduction – CADE-23 (CADE 2011)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 6803))

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Abstract

Unification in Description Logics has been proposed as a novel inference service that can, for example, be used to detect redundancies in ontologies. The inexpressive Description Logic \(\mathcal{EL}\) is of particular interest in this context since, on the one hand, several large biomedical ontologies are defined using \(\mathcal{EL}\). On the other hand, unification in \(\mathcal{EL}\) has recently been shown to be NP-complete, and thus of considerably lower complexity than unification in other DLs of similarly restricted expressive power. However, \(\mathcal{EL}\) allows the use of the top concept (⊤), which represents the whole interpretation domain, whereas the large medical ontology SNOMED CT makes no use of this feature. Surprisingly, removing the top concept from \(\mathcal{EL}\) makes the unification problem considerably harder. More precisely, we will show in this paper that unification in \(\mathcal{EL}\) without the top concept is PSpace-complete.

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References

  1. Baader, F.: Terminological cycles in a description logic with existential restrictions. In: Proc. of the 18th Int. Joint Conf. on Artificial Intelligence (IJCAI 2003), pp. 325–330. Morgan Kaufmann, Los Alamitos (2003)

    Google Scholar 

  2. Baader, F., Binh, N.T., Borgwardt, S., Morawska, B.: Unification in the description logic \(\mathcal{EL}\) without the top concept. LTCS-Report 11-01, TU Dresden, Dresden, Germany (2011), http://lat.inf.tu-dresden.de/research/reports.html

  3. Baader, F., Brandt, S., Lutz, C.: Pushing the \(\mathcal{EL}\) envelope. In: Proc. of the 19th Int. Joint Conf. on Artificial Intelligence (IJCAI 2005), pp. 364–369. Morgan Kaufmann, Los Alamitos (2005)

    Google Scholar 

  4. Baader, F., Calvanese, D., McGuinness, D., Nardi, D., Patel-Schneider, P.F. (eds.): The Description Logic Handbook: Theory, Implementation, and Applications. Cambridge University Press, Cambridge (2003)

    MATH  Google Scholar 

  5. Baader, F., Morawska, B.: Unification in the Description Logic \(\mathcal{EL}\). In: Treinen, R. (ed.) RTA 2009. LNCS, vol. 5595, pp. 350–364. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  6. Baader, F., Morawska, B.: SAT Encoding of Unification in \(\mathcal{EL}\). In: Fermüller, C.G., Voronkov, A. (eds.) LPAR-17. LNCS, vol. 6397, pp. 97–111. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  7. Baader, F., Morawaska, B.: Unification in the description logic \(\mathcal{EL}\). Logical Methods in Computer Science 6(3) (2010)

    Google Scholar 

  8. Baader, F., Narendran, P.: Unification of concept terms in description logics. J. of Symbolic Computation 31(3), 277–305 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  9. Garey, M.R., Johnson, D.S.: Computers and Intractability — A guide to NP-completeness. W.H. Freeman and Company, San Francisco (1979)

    MATH  Google Scholar 

  10. Horrocks, I., Sattler, U., Tobies, S.: Practical reasoning for very expressive description logics. Logic Journal of the IGPL 8(3), 239–264 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  11. Jiang, T., Ravikumar, B.: A note on the space complexity of some decision problems for finite automata. Information Processing Letters 40, 25–31 (1991)

    Article  MATH  MathSciNet  Google Scholar 

  12. Kozen, D.: Lower bounds for natural proof systems. In: Annual IEEE Symposium on Foundations of Computer Science, pp. 254–266 (1977)

    Google Scholar 

  13. Nieuwenhuis, R., Oliveras, A., Tinelli, C.: Solving SAT and SAT modulo theories: From an abstract Davis-Putnam-Logemann-Loveland procedure to DPLL(T). J. ACM 53(6), 937–977 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  14. Savitch, W.J.: Relationships between nondeterministic and deterministic tape complexities. Journal of Computer and System Sciences 4(2), 177–192 (1970)

    Article  MATH  MathSciNet  Google Scholar 

  15. Schild, K.: A correspondence theory for terminological logics: Preliminary report. In: Proc. of the 12th Int. Joint Conf. on Artificial Intelligence (IJCAI 1991), pp. 466–471 (1991)

    Google Scholar 

  16. Spackman., K.A.: Spackman. Managing clinical terminology hierarchies using algorithmic calculation of subsumption: Experience with SNOMED-RT. Journal of the American Medical Informatics Association (2000); Fall Symposium Special Issue

    Google Scholar 

  17. Suntisrivaraporn, B., Baader, F., Schulz, S., Spackman, K.: Replacing SEP-Triplets in SNOMED CT Using Tractable Description Logic Operators. In: Bellazzi, R., Abu-Hanna, A., Hunter, J. (eds.) AIME 2007. LNCS (LNAI), vol. 4594, pp. 287–291. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  18. Wolter, F., Zakharyaschev, M.: Undecidability of the unification and admissibility problems for modal and description logics. ACM Trans. Comput. Log. 9(4) (2008)

    Google Scholar 

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Baader, F., Binh, N.T., Borgwardt, S., Morawska, B. (2011). Unification in the Description Logic \(\mathcal{EL}\) without the Top Concept. In: Bjørner, N., Sofronie-Stokkermans, V. (eds) Automated Deduction – CADE-23. CADE 2011. Lecture Notes in Computer Science(), vol 6803. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22438-6_8

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  • DOI: https://doi.org/10.1007/978-3-642-22438-6_8

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-22437-9

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