Abstract
Modularization entails more efficient reasoning and better performance in the ontology manipulation process. Therefore, the development of modular ontologies has recently received much attention. One of the most important issues in modular ontologies is dealing with inconsistencies. An inconsistent module may affect the other modules and cause a modular ontology to become inconsistent. Furthermore, the integration of different consistent modules may also result in inconsistency. In this paper, we investigate various types of inconsistencies in modular ontologies. We mostly focus on an interface-based ontology modularity formalism and propose a strategy and an algorithm for isolating inconsistent modules and resolving inconsistencies arisen from the integration of different ontology modules.
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On the formalization of interface-based modular ontologies under the closed-world assumption. Tech. rep. (2008)
Bao, J., Caragea, D., Honavar, V.: Modular ontologies - a formal investigation of semantics and expressivity. In: Mizoguchi, R., Shi, Z.-Z., Giunchiglia, F. (eds.) ASWC 2006. LNCS, vol. 4185, pp. 616–631. Springer, Heidelberg (2006)
Bao, J., Caragea, D., Honavar, V.: On the semantics of linking and importing in modular ontologies. In: International Semantic Web Conference, pp. 72–86 (2006)
Bao, J., Slutzki, G., Honavar, V.: A semantic importing approach to knowledge reuse from multiple ontologies. In: AAAI, pp. 1304–1309 (2007)
Benferhat, S., Dubois, D., Prade, H.: Some syntactic approaches to the handling of inconsistent knowledge bases: A comparative study part 1: The flat case. Studia Logica 58(1), 17–45 (1997)
Borgida, A., Serafini, L.: Distributed description logics: Assimilating information from peer sources. J. Data Semantics 1, 153–184 (2003)
Calvanese, D., De Giacomo, G., Lembo, D., Lenzerini, M., Rosati, R.: Inconsistency tolerance in P2P data integration: an epistemic logic approach. In: Bierman, G., Koch, C. (eds.) DBPL 2005. LNCS, vol. 3774, pp. 90–105. Springer, Heidelberg (2005)
Grau, B.C., Horrocks, I., Kazakov, Y., Sattler, U.: Just the right amount: extracting modules from ontologies. In: WWW 2007: Proceedings of the 16th international conference on World Wide Web, pp. 717–726. ACM, New York (2007)
Grau, B.C., Kutz, O.: Modular ontology languages revisited. In: Proceedings of the IJCAI 2007 Workshop on Semantic Web for Collaborative Knowledge Acquisition, Hyderabad, India (January 2007)
Haase, P., van Harmelen, F., Huang, Z., Stuckenschmidt, H., Sure, Y.: A framework for handling inconsistency in changing ontologies. In: International Semantic Web Conference, pp. 353–367 (2005)
Horrocks, I., Sattler, U.: Ontology reasoning in the shoq(d) description logic. In: IJCAI, pp. 199–204 (2001)
Huang, Z., van Harmelen, F., ten Teije, A.: Reasoning with inconsistent ontologies. In: IJCAI, pp. 454–459 (2005)
Kutz, O., Lutz, C., Wolter, F., Zakharyaschev, M.: E-connections of abstract description systems. Artif. Intell. 156(1), 1–73 (2004)
Meyer, T., Lee, K., Booth, R.: Knowledge integration for description logics. In: AAAI, pp. 645–650 (2005)
Qi, G., Liu, W., Bell, D.: A revision-based approach to handling inconsistency in description logics. Artif. Intell. Rev. 26(1-2), 115–128 (2006)
Serafini, L., Borgida, A., Tamilin, A.: Aspects of distributed and modular ontology reasoning. In: IJCAI, pp. 570–575 (2005)
Stuckenschmidt, H., Klein, M.C.A.: Integrity and change in modular ontologies. In: IJCAI, pp. 900–908 (2003)
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Ensan, F., Du, W. (2008). Aspects of Inconsistency Resolution in Modular Ontologies. In: Bergler, S. (eds) Advances in Artificial Intelligence. Canadian AI 2008. Lecture Notes in Computer Science(), vol 5032. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-68825-9_9
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DOI: https://doi.org/10.1007/978-3-540-68825-9_9
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