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Designing a Tableau Reasoner for Description Logics

  • Conference paper
Advanced Computational Methods for Knowledge Engineering

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 358))

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Abstract

We present the design of a tableau reasoner, called TGC2, that uses global caching for reasoning in description logics. We briefly describe the ExpTime tableau methods used by TGC2. We then provide the design principles and some important optimization techniques for increasing the efficiency of the reasoner.

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References

  1. Antoniou, G., van Harmelen, F.: A Semantic Web Primer. MIT Press, Cambridge (2004)

    Google Scholar 

  2. Baader, F., Calvanese, D., McGuinness, D.L., Nardi, D., Patel-Schneider, P.F.: The description logic handbook: theory, implementation, and applications. Cambridge University Press, New York (2003)

    MATH  Google Scholar 

  3. Baader, F., Sattler, U.: An overview of tableau algorithms for description logics. Studia Logica 69, 5–40 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  4. Donini, F., Massacci, F.: ExpTime tableaux for \(\mathcal{ALC}\). Artificial Intelligence 124, 87–138 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  5. Dunin-Kęplicz, B., Nguyen, L.A., Szałas, A.: Converse-PDL with regular inclusion axioms: A framework for MAS logics. Journal of Applied Non-Classical Logics 21(1), 61–91 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  6. Farsiniamarj, N.: Combining integer programming and tableau-based reasoning: a hybrid calculus for the description logic SHQ. Master’s thesis, Concordia University (2008)

    Google Scholar 

  7. Glimm, B., Horrocks, I., Motik, B.: Optimized description logic reasoning via core blocking. In: Giesl, J., Hähnle, R. (eds.) IJCAR 2010. LNCS, vol. 6173, pp. 457–471. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  8. Goré, R., Nguyen, L.A.: A tableau calculus with automaton-labelled formulae for regular grammar logics. In: Beckert, B. (ed.) TABLEAUX 2005. LNCS (LNAI), vol. 3702, pp. 138–152. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  9. Goré, R., Nguyen, L.A.: EXPTIME tableaux with global caching for description logics with transitive roles, inverse roles and role hierarchies. In: Olivetti, N. (ed.) TABLEAUX 2007. LNCS (LNAI), vol. 4548, pp. 133–148. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  10. Goré, R., Nguyen, L.A.: ExpTime tableaux for ALC using sound global caching. J. Autom. Reasoning 50(4), 355–381 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  11. Goré, R., Widmann, F.: An optimal on-the-fly tableau-based decision procedure for PDL-satisfiability. In: Schmidt, R.A. (ed.) CADE 2009. LNCS (LNAI), vol. 5663, pp. 437–452. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  12. Goré, R., Widmann, F.: Sound global state caching for ALC with inverse roles. In: Giese, M., Waaler, A. (eds.) TABLEAUX 2009. LNCS, vol. 5607, pp. 205–219. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  13. Goré, R., Widmann, F.: Optimal and cut-free tableaux for propositional dynamic logic with converse. In: Giesl, J., Hähnle, R. (eds.) IJCAR 2010. LNCS, vol. 6173, pp. 225–239. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  14. Hladik, J., Model, J.: Tableau systems for SHIO and SHIQ. In: Proc. of Description Logics 2004. CEUR Workshop Proceedings, vol. 104 (2004)

    Google Scholar 

  15. Horrocks, I., Kutz, O., Sattler, U.: The even more irresistible \(\mathcal{SROIQ}\). In: Doherty, P., Mylopoulos, J., Welty, C.A. (eds.) Proc. of KR 2006, pp. 57–67. AAAI Press (2006)

    Google Scholar 

  16. Horrocks, I., Sattler, U.: A description logic with transitive and inverse roles and role hierarchies. J. Log. Comput. 9(3), 385–410 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  17. Horrocks, I., Sattler, U.: Ontology reasoning in the SHOQ(D) description logic. In: Nebel, B. (ed.) Proc. of IJCAI 2001, pp. 199–204. Morgan Kaufmann (2001)

    Google Scholar 

  18. Horrocks, I., Sattler, U.: A tableau decision procedure for \(\mathcal{SHOIQ}\). J. Autom. Reasoning 39(3), 249–276 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  19. Horrocks, I., Sattler, U., Tobies, S.: Reasoning with individuals for the description logic SHIQ. In: McAllester, D. (ed.) CADE 2000. LNCS, vol. 1831, pp. 482–496. Springer, Heidelberg (2000)

    Chapter  Google Scholar 

  20. Mishra, R.B., Kumar, S.: Semantic web reasoners and languages. Artif. Intell. Rev. 35(4), 339–368 (2011)

    Article  Google Scholar 

  21. Motik, B., Sattler, U.: A comparison of reasoning techniques for querying large description logic ABoxes. In: Hermann, M., Voronkov, A. (eds.) LPAR 2006. LNCS (LNAI), vol. 4246, pp. 227–241. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  22. Nguyen, L.A.: An efficient tableau prover using global caching for the description logic \(\mathcal{ALC}\). Fundamenta Informaticae 93(1-3), 273–288 (2009)

    MathSciNet  MATH  Google Scholar 

  23. Nguyen, L.A.: A cut-free ExpTime tableau decision procedure for the logic extending Converse-PDL with regular inclusion axioms. arXiv:1104.0405 (2011)

    Google Scholar 

  24. Nguyen, L.A.: ExpTime tableaux for the description logic \(\mathcal{SHIQ}\) based on global state caching and integer linear feasibility checking. arXiv:1205.5838 (2012)

    Google Scholar 

  25. Nguyen, L.A.: Cut-free ExpTime tableaux for Converse-PDL extended with regular inclusion axioms. In: Proc. of KES-AMSTA 2013. Frontiers in Artificial Intelligence and Applications, vol. 252, pp. 235–244. IOS Press (2013)

    Google Scholar 

  26. Nguyen, L.A.: A tableau method with optimal complexity for deciding the description logic SHIQ. In: Nguyen, N.T., van Do, T., Thi, H.A. (eds.) ICCSAMA 2013. SCI, vol. 479, pp. 331–342. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  27. Nguyen, L.A.: ExpTime tableaux with global state caching for the description logic SHIO. Neurocomputing 146, 249–263 (2014)

    Article  Google Scholar 

  28. Nguyen, L.A., Golińska-Pilarek, J.: An ExpTime tableau method for dealing with nominals and qualified number restrictions in deciding the description logic SHOQ. Fundam. Inform. 135(4), 433–449 (2014)

    MathSciNet  MATH  Google Scholar 

  29. Nguyen, L.A., Golińska-Pilarek, J.: ExpTime tableaux with global caching for the description logic SHOQ. CoRR, abs/1405.7221 (2014)

    Google Scholar 

  30. Nguyen, L.A., Szałas, A.: An optimal tableau decision procedure for Converse-PDL. In: Nguyen, N.-T., Bui, T.-D., Szczerbicki, E., Nguyen, N.-B. (eds.) Proc. of KSE 2009, pp. 207–214. IEEE Computer Society (2009)

    Google Scholar 

  31. Nguyen, L.A., Szałas, A.: A tableau calculus for regular grammar logics with converse. In: Schmidt, R.A. (ed.) CADE 2009. LNCS (LNAI), vol. 5663, pp. 421–436. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  32. Pratt, V.R.: A near-optimal method for reasoning about action. J. Comp. Syst. Sci. 20(2), 231–254 (1980)

    Article  MathSciNet  MATH  Google Scholar 

  33. Semantic web case studies and use cases, http://www.w3.org/2001/sw/sweo/public/UseCases/

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Correspondence to Linh Anh Nguyen .

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Nguyen, L.A. (2015). Designing a Tableau Reasoner for Description Logics. In: Le Thi, H., Nguyen, N., Do, T. (eds) Advanced Computational Methods for Knowledge Engineering. Advances in Intelligent Systems and Computing, vol 358. Springer, Cham. https://doi.org/10.1007/978-3-319-17996-4_29

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  • DOI: https://doi.org/10.1007/978-3-319-17996-4_29

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-17995-7

  • Online ISBN: 978-3-319-17996-4

  • eBook Packages: EngineeringEngineering (R0)

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