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Towards Hybrid Reasoning for Verifying and Validating Multilevel Models

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Knowledge Engineering and Management by the Masses (EKAW 2010)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 6317))

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Abstract

Ontologies and its reasoning services are expected to play an important role in many application domains, as well as in software engineering in general. In model-driven engineering (MDE), models, like UML models, represent and specify software systems. One problem with using ontologies within software engineering is that while model-driven engineering realizes a four-layer metamodeling architecture, the new version of OWL Web Ontology Language, called OWL 2, it supports only simple metamodeling. Moreover, the semantics of metamodeling in OWL 2 corresponds to the contextual semantics, which leads to non-intuitive results. Another issue is that the Open World Assumption (OWA) assumes a model is incomplete. Therefore, we could not validate some constrains in OWA. In this paper, we demonstrate multilevel (meta-) modelling using ontologies described in OWL FA, which has a well-defined fixed-layered architecture and semantics. As well as an approach to integrate Closed World Assumption(CWA) with OWA in order to use both assumptions for verifying and validating multilevel models.

This work has been partially supported by the European Project Marrying Ontologies and Software Technologies (MOST ICT 2008-216691).

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References

  1. OMG Unified Modeling Language (OMG UML) Infrastructure. Version 2.2 (2009), http://www.omg.org/spec/UML/2.2/Infrastructure

  2. Atkinson, C., Gutheil, M., Kennel, B.: A Flexible Infrastructure for Multilevel Language Engineering. IEEE Trans. Software Eng. 35(6), 742–755 (2009)

    Article  Google Scholar 

  3. Berardi, D., Calvanese, D., De Giacomo, G.: Reasoning on UML class diagrams. Artificial Intelligence 168(1-2), 70–118 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  4. Brown, A.: An introduction to Model Driven Architecture. IBM Technical Report (2004), http://www-128.ibm.com/developerworks/rational/library/3100.html

  5. Cabot, J., Clariso, R., Riera, D.: Verification of UML/OCL Class Diagrams using Constraint Programming. In: Software Testing Verification and Validation Workshop, pp. 73–80 (2008)

    Google Scholar 

  6. Donini, F.M., Nardi, D., Rosati, R.: Description logics of minimal knowledge and negation as failure. ACM Transactions on Computational Logic (TOCL) 3(2), 225 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  7. Etzioni, O., Golden, K., Weld, D.: Tractable Closed World Reasoning. In: Proc. of Knowledge Representation, KR (2004)

    Google Scholar 

  8. Grimm, S., Motik, B.: Closed World Reasoning in the Semantic Web through Epistemic Operators. In: CEUR Proceedings of the OWL Experiences and Directions Workshop, Galway, Ireland, Citeseer (2005)

    Google Scholar 

  9. Jekjantuk, N., Gröner, G., Pan, J.Z.: Reasoning in Metamodeling Enabled Ontologies. In: Proceeding of the International Workshop on OWL: Experience and Directions, OWL-ED 2009 (2009)

    Google Scholar 

  10. Kaneiwa, K., Satoh, K.: Consistency checking algorithms for restricted UML class diagrams. In: Dix, J., Hegner, S.J. (eds.) FoIKS 2006. LNCS, vol. 3861, pp. 219–239. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  11. Malgouyres, H., Motet, G.: A UML Model Consistency Verification Approach based on Meta-Modeling Formalization. In: SAC 2006: Proceedings of the 2006 ACM Symposium on Applied Computing, pp. 1804–1809. ACM, New York (2006)

    Google Scholar 

  12. Motik, B., Horrocks, I., Rosati, R., Sattler, U.: Can OWL and Logic Programming live together happily ever after? In: Cruz, I., Decker, S., Allemang, D., Preist, C., Schwabe, D., Mika, P., Uschold, M., Aroyo, L.M. (eds.) ISWC 2006. LNCS, vol. 4273, pp. 501–514. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  13. Motik, B., Patel-Schneider, P.F., Parsia, B.: Owl 2 web ontology language: Structural specification and functional-style syntax. W3C Recommendation (October 27, 2009)

    Google Scholar 

  14. Motik, B.: On the properties of metamodeling in owl. J. Log. Comput. 17(4), 617–637 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  15. Ober, I., Prinz, A.: What do we need metamodels for?

    Google Scholar 

  16. Pan, J.Z., Horrocks, I.: RDFS(FA) and RDF MT: Two Semantics for RDFS. In: Fensel, D., Sycara, K., Mylopoulos, J. (eds.) ISWC 2003. LNCS, vol. 2870, pp. 30–46. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  17. Pan, J.Z., Horrocks, I., Schreiber, G.: OWL FA: A Metamodeling Extension of OWL DL. In: Proceeding of the International Workshop on OWL: Experience and Directions, OWL-ED 2005 (2005)

    Google Scholar 

  18. Roe, D., Broda, K., Russo, A., Department of Computing: Mapping UML models incorporating OCL constraints into Object-Z. In: Imperial College of Science, Technology and Medicine, Department of Computing (2003)

    Google Scholar 

  19. UML. Unified Modeling Language, http://www.uml.org/

  20. Welty, C.A., Ferrucci, D.A.: What’s in an instance? Technical report, RPI Computer Science (1994)

    Google Scholar 

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Jekjantuk, N., Gröner, G., Pan, J.Z., Thomas, E. (2010). Towards Hybrid Reasoning for Verifying and Validating Multilevel Models. In: Cimiano, P., Pinto, H.S. (eds) Knowledge Engineering and Management by the Masses. EKAW 2010. Lecture Notes in Computer Science(), vol 6317. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16438-5_31

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  • DOI: https://doi.org/10.1007/978-3-642-16438-5_31

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-16437-8

  • Online ISBN: 978-3-642-16438-5

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