Abstract
Ontologies are used as a key for semantic modelization, offering consensual and formal knowledge specification. They are more and more applied to open and dynamic environments and modeling knowledge that evolve continuously. To take into account all evolving aspects, ontologies have to be adapted to change requirements. In this paper, we propose a methodological approach for ontological knowledge maintenance. The goal of the methodology is to manage ontology evolution while maintaining consistency and evaluating change impact on ontology quality.
This work is financed by the French National Research Agency ANR, as a part of the project DAFOE: Differential and Formal Ontology Editor.
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References
Gruber, T.: A translation approach to portable ontology specifications. Knowledge Acquisition 5, 199–220 (1993)
Studer, R., Benjamins, V., Fensel, D.: Knowledge Engineering: Principles and Methods. Data and Knowledge Engineering Journal 25, 161–197 (1998)
Grüninger, M., Fox, M.: Methodology for the Design and Evaluation of Ontologies. In: Proceedings of IJCAI 1995, Workshop on Basic Ontological Issues in Knowledge Sharing (1995)
Swartout, B., Patil, R., Knight, K., Russ, T.: Toward Distributed Use of Large-Scale Ontologies. In: Ontological Engineering, AAAI 1997. Spring Symposium Series, pp. 138–148 (1997)
Haase, P., Stojanovic, L.: Consistent Evolution of OWL Ontologies. In: European Conference on Semantic Web ECSW (2005)
McGuinnes, D., Van Harmelen, F.: OWL Web Ontology Language Overview, W3C Recommendation (2004)
Horrocks, I., Patel-Schneider, P.F.: Reducing OWL Entailment to Description Logic Satisfiability. Journal of Web Semantics 1(4) (2004)
Sirin, E., Parsia, B., Cuenca Grau, B., Kalyanpur, A., Katz, Y.: Pellet: A practical OWL-DL reasoner. Journal of Web Semantics 5(2) (2007)
Haase, P., Sure, Y.: Incremental Ontology Evolution – Evaluation, Institute AIFB, University of Karlsruhe (2005)
Haase, P., Stojanovic, L.: Consistent Evolution of OWL Ontologies. In: European Conference on Semantic Web ECSW (2005)
Hartmann, J., Spyns, P., Giboin, A., Maynard, D., Cuel, R., Suarez-Figueroa, M.C., Sure, Y.: Methods for ontology evaluation, KnowledgeWeb D1.2.3 deliverable (2005)
Brank, J., Grobelnik, M., Mladenic, D.: A Survey of Ontology Evaluation Techniques. In: Proceedings of the Conference on Data Mining and Data Warehouses SiKDD 2005, Ljubljana, Slovenia (2005)
Supekar, K.: A peer-review approach for ontology evaluation. In: Proceedings of the 8th International. Protégé Conference, Madrid, Spain, July 18-21 (2005)
Yang, Z., Zhan, D., Ye, C.: Evaluation Metrics for Ontology Complexity and Evaluation Analysis. In: IEEE International Conference on e-Business Engineering, ICEBE 2006 (2006)
Guarino, N., Welty, C.: Evaluating Ontological Decisions with OntoClean. Communication of the ACM 45(2), 61–65 (2002)
Powell, T.S., Srinivasan, S.J., Nelson, W.T., Hole, L., Roth, V.O.: Tracking Meaning Over Time in the UMLS Metathesaurus. NLM Publication (2002)
Rector, A.L., Rogers, J.E.: Ontological and Practical Issues in using a Description Logic to Represent Medical Concepts: Experience from GALEN. In. IMIA WG6 Workshop: Terminology and Natural Language in Medicine. Phoenix Arixona, Manchester University, School of Computer Science Preprints CSPP-35 (2005)
Bodenreider, O., Nelson, S.J., Hole, W.T., Chang, H.F.: Beyond Synonymy: Exploiting the UMLS Semantics in Mapping Vocabularies. NLM Publication (2001)
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Djedidi, R., Aufaure, MA. (2008). Ontological Knowledge Maintenance Methodology. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2008. Lecture Notes in Computer Science(), vol 5177. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85563-7_71
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DOI: https://doi.org/10.1007/978-3-540-85563-7_71
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