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Applications of Description Logics: State of the Art and Research Challenges

  • Conference paper
Conceptual Structures: Common Semantics for Sharing Knowledge (ICCS 2005)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3596))

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Abstract

Description Logics (DLs) are a family of class based knowledge representation formalisms characterised by the use of various constructors to build complex classes from simpler ones, and by an emphasis on the provision of sound, complete and (empirically) tractable reasoning services. They have a range of applications, but are mostly widely known as the basis for ontology languages such as OWL. The increasing use of DL based ontologies in areas such as e-Science and the Semantic Web is, however, already stretching the capabilities of existing DL systems, and brings with it a range of challenges for future research.

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References

  1. McGuinness, D.L., Wright, J.R.: An industrial strength description logic-based configuration platform. IEEE Intelligent Systems, 69–77 (1998)

    Google Scholar 

  2. Calvanese, D., De Giacomo, G., Lenzerini, M., Nardi, D., Rosati, R.: Description logic framework for information integration. In: Proc. of the 6th Int. Conf. on Principles of Knowledge Representation and Reasoning (KR 1998), pp. 2–13 (1998)

    Google Scholar 

  3. Calvanese, D., De Giacomo, G., Lenzerini, M.: On the decidability of query containment under constraints. In: Proc. of the 17th ACM SIGACT SIGMOD SIGART Symp. on Principles of Database Systems (PODS 1998), pp. 149–158 (1998)

    Google Scholar 

  4. Horrocks, I., Tessaris, S., Sattler, U., Tobies, S.: How to decide query containment under constraints using a description logic. In: Proc. of the 7th Int. Workshop on Knowledge Representation meets Databases (KRDB 2000), CEUR (2000), http://ceur-ws.org/

  5. Horrocks, I., Patel-Schneider, P.F., van Harmelen, F.: From SHIQ and RDF to OWL: The making of a web ontology language. J. of Web Semantics 1, 7–26 (2003)

    Google Scholar 

  6. Knublauch, H., Fergerson, R., Noy, N., Musen, M.: The protégé OWL plugin: An open development environment for semantic web applications. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 229–243. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  7. Liebig, T., Noppens, O.: Ontotrack: Combining browsing and editing with reasoning and explaining for OWL Lite ontologies. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 244–258. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  8. Rector, A.L., Nowlan, W.A., Glowinski, A.: Goals for concept representation in the galen project. In: Proc. of the 17th Annual Symposium on Computer Applications in Medical Care (SCAMC 1993), Washington, DC, USA, pp. 414–418 (1993)

    Google Scholar 

  9. Visser, U., Stuckenschmidt, H., Schuster, G., Vögele, T.: Ontologies for geographic information processing. Computers in Geosciences (to appear)

    Google Scholar 

  10. Oberle, D., Sabou, M., Richards, D.: An ontology for semantic middleware: extending daml-s beyond web-services. In: Proceedings of ODBASE 2003 (2003)

    Google Scholar 

  11. Wroe, C., Goble, C.A., Roberts, A., Greenwood, M.: A suite of DAML+OIL ontologies to describe bioinformatics web services and data. Int. J. of Cooperative Information Systems (2003); Special Issue on Bioinformatics

    Google Scholar 

  12. Berners-Lee, T., Hendler, J., Lassila, O.: The semantic Web. Scientific American 284, 34–43 (2001)

    Article  Google Scholar 

  13. The DAML Services Coalition: DAML-S: Web service description for the semantic web. In: Proc. of the 2003 International Semantic Web Conference (ISWC 2003). LNCS, vol. 2870. Springer, Heidelberg (2003)

    Google Scholar 

  14. Uschold, M., King, M., Moralee, S., Zorgios, Y.: The enterprise ontology. Knowledge Engineering Review 13 (1998)

    Google Scholar 

  15. Stevens, R., Goble, C., Horrocks, I., Bechhofer, S.: Building a bioinformatics ontology using OIL. IEEE Transactions on Information Technology in Biomedicine 6, 135–141 (2002)

    Article  Google Scholar 

  16. Rector, A., Horrocks, I.: Experience building a large, re-usable medical ontology using a description logic with transitivity and concept inclusions. In: Proceedings of theWorkshop on Ontological Engineering, AAAI Spring Symposium (AAAI 1997). AAAI Press, Menlo Park (1997)

    Google Scholar 

  17. Spackman, K.: Managing clinical terminology hierarchies using algorithmic calculation of subsumption: Experience with SNOMED-RT. J. of the Amer. Med. Informatics Ass. (2000); Fall Symposium Special Issue

    Google Scholar 

  18. Emmen, A.: The grid needs ontologies—onto-what (2002), http://www.hoise.com/primeur/03/articles/monthly/AE-PR-02-03-7.h%tml

  19. Tuecke, S., Czajkowski, K., Foster, I., Frey, J., Graham, S., Kesselman, C., Vanderbilt, P.: Grid service specification (draft). GWD-I draft, GGF Open Grid Services Infrastructure Working Group (2002), http://www.globalgridforum.org/

  20. Foster, I., Kesselman, C., Nick, J., Tuecke, S.: The physiology of the grid: An open grid services architecture for distributed systems integration (2002), http://www.globus.org/research/papers/ogsa.pdf

  21. Horrocks, I., Sattler, U., Tobies, S.: Practical reasoning for expressive description logics. In: Ganzinger, H., McAllester, D., Voronkov, A. (eds.) LPAR 1999. LNCS, vol. 1705, pp. 161–180. Springer, Heidelberg (1999)

    Chapter  Google Scholar 

  22. 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 

  23. Blackburn, P., Seligman, J.: Hybrid languages. J. of Logic, Language and Information 4, 251–272 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  24. Baader, F., Hanschke, P.: A schema for integrating concrete domains into concept languages. In: Proc. of the 12th Int. Joint Conf. on Artificial Intelligence (IJCAI 1991), pp. 452–457 (1991)

    Google Scholar 

  25. Donini, F.M., Lenzerini, M., Nardi, D., Nutt, W.: The complexity of concept languages. Information and Computation 134, 1–58 (1997)

    Article  MATH  MathSciNet  Google Scholar 

  26. Horrocks, I., Sattler, U.: Ontology reasoning in the SHOQ(D) description logic. In: Proc. of the 17th Int. Joint Conf. on Artificial Intelligence (IJCAI 2001), pp. 199–204 (2001)

    Google Scholar 

  27. Horrocks, I.: The FaCT system. In: de Swart, H. (ed.) TABLEAUX 1998. LNCS (LNAI), vol. 1397, pp. 307–312. Springer, Heidelberg (1998)

    Chapter  Google Scholar 

  28. Patel-Schneider, P.F.: DLP system description. In: Proc. of the 1998 Description Logic Workshop (DL 1998), CEUR Electronic Workshop Proceedings, pp. 87–89 (1998), http://ceur-ws.org/Vol-11/

  29. Haarslev, V., Möller, R.: RACER system description. In: Goré, R.P., Leitsch, A., Nipkow, T. (eds.) IJCAR 2001. LNCS (LNAI), vol. 2083, pp. 701–705. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  30. Pan, J.Z.: Description Logics: Reasoning Support for the Semantic Web. PhD thesis, University of Manchester (2004)

    Google Scholar 

  31. Horrocks, I., Sattler, U., Tobies, S.: Practical reasoning for very expressive description logics. J. of the Interest Group in Pure and Applied Logic 8, 239–264 (2000)

    MATH  MathSciNet  Google Scholar 

  32. Baader, F., Franconi, E., Hollunder, B., Nebel, B., Profitlich, H.J.: An empirical analysis of optimization techniques for terminological representation systems or: Making KRIS get a move on. Applied Artificial Intelligence. Special Issue on Knowledge Base Management 4, 109–132 (1994)

    Google Scholar 

  33. Bresciani, P., Franconi, E., Tessaris, S.: Implementing and testing expressive description logics: Preliminary report. In: Proc. of the 1995 Description Logic Workshop (DL 1995), pp. 131–139 (1995)

    Google Scholar 

  34. Horrocks, I.: Using an expressive description logic: FaCT or fiction? In: Proc. of the 6th Int. Conf. on Principles of Knowledge Representation and Reasoning (KR 1998), pp. 636–647 (1998)

    Google Scholar 

  35. Patel-Schneider, P.F.: DLP. In: Proc. of the 1999 Description Logic Workshop (DL 1999), CEUR Electronic Workshop Proceedings, pp. 9–13 (1999), http://ceur-ws.org/Vol-22/

  36. Horrocks, I., Patel-Schneider, P.F.: Optimizing description logic subsumption. J. of Logic and Computation 9, 267–293 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  37. Horrocks, I., Tobies, S.: Reasoning with axioms: Theory and practice. In: Proc. of the 7th Int. Conf. on Principles of Knowledge Representation and Reasoning (KR 2000), pp. 285–296 (2000)

    Google Scholar 

  38. Baker, A.B.: Intelligent Backtracking on Constraint Satisfaction Problems: Experimental and Theoretical Results. PhD thesis, University of Oregon (1995)

    Google Scholar 

  39. Oppacher, F., Suen, E.: HARP: A tableau-based theorem prover. J. of Automated Reasoning 4, 69–100 (1988)

    Article  MathSciNet  Google Scholar 

  40. Wroe, C., Stevens, R., Goble, C.A., Ashburner, M.: A methodology to migrate the Gene Ontology to a description logic environment using DAML+OIL. In: Proc. of the 8th Pacific Symposium on Biocomputing (PSB) (2003)

    Google Scholar 

  41. Rogers, J.E., Roberts, A., Solomon, W.D., van der Haring, E., Wroe, C.J., Zanstra, P.E., Rector, A.L.: GALEN ten years on: Tasks and supporting tools. In: Proc. of MEDINFO 2001, pp. 256–260 (2001)

    Google Scholar 

  42. Rector, A.: Analysis of propagation along transitive roles: Formalisation of the galen experience with medical ontologies. In: Proc. of DL 2002, CEUR (2002), http://ceur-ws.org/

  43. Schulz, S., Hahn, U.: Parts, locations, and holes - formal reasoning about anatomical structures. In: Quaglini, S., Barahona, P., Andreassen, S. (eds.) AIME 2001. LNCS (LNAI), vol. 2101, p. 293. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  44. Horrocks, I., Li, L., Turi, D., Bechhofer, S.: The instance store: DL reasoning with large numbers of individuals. In: Proc. of the 2004 Description Logic Workshop (DL 2004), pp. 31–40 (2004)

    Google Scholar 

  45. Horrocks, I., Sattler, U.: Decidability of SHIQ with complex role inclusion axioms. Artificial Intelligence 160, 79–104 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  46. Lutz, C., Areces, C., Horrocks, I., Sattler, U.: Keys, nominals, and concrete domains. J. of Artificial Intelligence Research (2004) (to appear)

    Google Scholar 

  47. Wolter, F., Zakharyaschev, M.: Temporalizing description logics. In: Gabbay, D., de Rijke, M. (eds.) Frontiers of Combining Systems II, pp. 379–401. Studies Press/Wiley (2000)

    Google Scholar 

  48. Pan, J.Z., Horrocks, I.: Extending Datatype Support in Web Ontology Reasoning. In: Meersman, R., Tari, Z., et al. (eds.) ODBASE 2002. LNCS, vol. 2519, pp. 1067–1081. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  49. Horrocks, I., Patel-Schneider, P.F., Boley, H., Tabet, S., Grosof, B., Dean, M.: SWRL: A semantic web rule language combining owl and ruleml. W3C Member Submission (2004), Available at: http://www.w3.org/Submission/SWRL/

  50. Tsarkov, D., Riazanov, A., Bechhofer, S., Horrocks, I.: Using Vampire to reason with OWL. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 471–485. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  51. Haarslev, V., Möller, R.: High performance reasoning with very large knowledge bases: A practical case study. In: Proc. of the 17th Int. Joint Conf. on Artificial Intelligence (IJCAI 2001), pp. 161–168 (2001)

    Google Scholar 

  52. 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 

  53. Hustadt, U., Motik, B., Sattler, U.: Reducing SHIQ-description logic to disjunctive datalog programs. In: Proc. of the 9th Int. Conf. on Principles of Knowledge Representation and Reasoning (KR 2004), pp. 152–162 (2004)

    Google Scholar 

  54. Motik, B., Sattler, U., Studer, R.: Query answering for OWL-DL with rules. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 549–563. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  55. Schlobach, S., Cornet, R.: Explanation of terminological reason-ing: A preliminary report. In: Proc. of the 2003 Description Logic Workshop, DL 2003 (2003)

    Google Scholar 

  56. McGuinness, D.L.: Explaining Reasoning in Description Logics. PhD thesis, Rutgers, The State University of New Jersey (1996)

    Google Scholar 

  57. Borgida, A., Franconi, E., Horrocks, I.: Explaining ALC subsumption. In: Proc. of the 14th Eur. Conf. on Artificial Intelligence, ECAI 2000 (2000)

    Google Scholar 

  58. Baader, F., Küsters, R., Borgida, A., McGuinness, D.L.: Matching in description logics. J. of Logic and Computation 9, 411–447 (1999)

    Article  MATH  Google Scholar 

  59. Brandt, S., Turhan, A.Y.: Using non-standard inferences in description logics — what does it buy me? In: Proc. of KI-2001Workshop on Applications of Description Logics (KIDLWS 2001). CEUR, vol. 44 (2001), http://ceur-ws.org/

  60. Küsters, R.: Non-Standard Inferences in Description Logics. LNCS (LNAI), vol. 2100. Springer, Heidelberg (2001)

    Book  MATH  Google Scholar 

  61. Brandt, S., Küsters, R., Turhan, A.Y.: Approximation and difference in description logics. In: Proc. of the 8th Int. Conf. on Principles of Knowledge Representation and Reasoning (KR 2002), pp. 203–214 (2002)

    Google Scholar 

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Horrocks, I. (2005). Applications of Description Logics: State of the Art and Research Challenges. In: Dau, F., Mugnier, ML., Stumme, G. (eds) Conceptual Structures: Common Semantics for Sharing Knowledge. ICCS 2005. Lecture Notes in Computer Science(), vol 3596. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11524564_5

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  • DOI: https://doi.org/10.1007/11524564_5

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