Abstract
One of the major challenges in managing networked and dynamic ontologies is to handle inconsistencies in single ontologies, and inconsistencies introduced by integrating multiple distributed ontologies. Our RaDON system provides functionalities to repair and diagnose ontology networks by extending the capabilities of existing reasoners. The system integrates several new debugging and repairing algorithms, such as a relevance-directed algorithm to meet the various needs of the users.
This work is partially supported by the EU in the IST project NeOn (IST-2006-027595).
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References
Christian Meilicke, A.T., Stuckenschmidt, H.: Repairing ontology mappings. In: Proceeding of 22nd National Conference on Artificial Intelligence (AAAI), pp. 1408–1413 (2007)
Haase, P., Brockmans, S., Palma, R., Euzenat, J., d’Aquin, M.: D1.1.2 updated version of the networked ontology model. NeOn Project Deliverable D1.1.2, Universität Karlsruhe, TH (2007)
Haase, P., Qi, G.: An analysis of approaches to resolving inconsistencies in DL-based ontologies. In: Proceeding of International Workshop on Ontology Dynamics (IWOD) (2007)
Haase, P., van Harmelen, F., Huang, Z., Stuckenschmidt, H., Sure, Y.: A framework for handling inconsistency in changing ontologies. In: Gil, Y., Motta, E., Benjamins, V.R., Musen, M.A. (eds.) ISWC 2005. LNCS, vol. 3729, pp. 353–367. Springer, Heidelberg (2005)
Huang, Z., van Harmelen, F., ten Teije, A.: Reasoning with inconsistent ontologies. In: Proceeding of Nineteenth International Joint Conference on Artificial Intelligence (IJCAI), pp. 254–259 (2005)
Huang, Z., van Harmelen, F., ten Teije, A., Groot, P., Visser, C.: D3.4.1 reasoning with inconsistent ontologies: a general framework. SEKT Project Deliverable D3.4.1, Vrije Universiteit Amsterdam (2004)
Ji, Q., Qi, G., Haase, P.: A relevance-based algorithm for finding justifications of DL entailments. Technical report, University of Karlsruhe (2008), http://www.aifb.uni-karlsruhe.de/WBS/gqi/papers/RelAlg.pdf
Kalyanpur, A., Parsia, B., Horridge, M., Sirin, E.: Finding all justifications of OWL DL entailments. In: Aberer, K., Choi, K.-S., Noy, N., Allemang, D., Lee, K.-I., Nixon, L., Golbeck, J., Mika, P., Maynard, D., Mizoguchi, R., Schreiber, G., Cudré-Mauroux, P. (eds.) ASWC 2007 and ISWC 2007. LNCS, vol. 4825, pp. 267–280. Springer, Heidelberg (2007)
Kalyanpur, A., Parsia, B., Sirin, E., Grau, B.C., Hendler, J.A.: Swoop: A web ontology editing browser. Journal of Web Semantics 4(2), 144–153 (2006)
Ma, Y., Hitzler, P., Lin, Z.: Algorithms for paraconsistent reasoning with OWL. In: Franconi, E., Kifer, M., May, W. (eds.) ESWC 2007. LNCS, vol. 4519, pp. 399–413. Springer, Heidelberg (2007)
Noy, N.F., Sintek, M., Decker, S., Crubézy, M., Fergerson, R.W., Musen, M.A.: Creating semantic web contents with protégé-2000. IEEE Intelligent Systems 16(2), 60–71 (2001)
Parsia, B., Sirin, E., Kalyanpur, A.: Debugging OWL ontologies. In: Proceeding of 14th International World Wide Web Conference (WWW), pp. 633–640 (2005)
Qi, G., Haase, P., Ji, Q., Völker, J.: D1.2.2 consistency models for networked ontologies evaluation. NeOn Project Deliverable D1.2.2, Universität Karlsruhe (2007)
Reiter, R.: A theory of diagnosis from first principles. Artificial Intelligence 32(1), 57–95 (1987)
Schlobach, S.: Diagnosing terminologies. In: Proceeding of 20th National Conference on Artificial Intelligence (AAAI), pp. 670–675 (2005)
Schlobach, S., Cornet, R.: Non-standard reasoning services for the debugging of description logic terminologies. In: Proceeding of 18th International Joint Conferences on Artificial Intelligence (IJCAI), pp. 355–362 (2003)
Schlobach, S., Huang, Z.: D3.6.1 inconsistent ontology diagnosis: Framework and prototype. SEKT Project Deliverable D3.6.1, Vrije Universiteit Amsterdam (2005)
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Ji, Q., Haase, P., Qi, G., Hitzler, P., Stadtmüller, S. (2009). RaDON — Repair and Diagnosis in Ontology Networks. In: Aroyo, L., et al. The Semantic Web: Research and Applications. ESWC 2009. Lecture Notes in Computer Science, vol 5554. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02121-3_71
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DOI: https://doi.org/10.1007/978-3-642-02121-3_71
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