Abstract
The semantic web depends heavily on ontologies, as they provide information about the structures used. Ideally, these ontologies would be static, but in reality they are very much dynamic. This paper addresses the issues that arise from having large ontologies and their automatically generated materialized ontology views, as well as how quality can be maintained in the materialized views. We use the notion of database views to extract ontologies from large base ontologies. A framework is required to consider variations between standards, and differences in user requirements. MOVE, the Materialized Ontology View Extractor will be discussed as an architecture that offers a solution to these problems.
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References
Gruber, T.R.: Toward principles for the design of ontologies used for knowledge sharing. In: Guarino, N., Poli, R. (eds.) Formal Ontology in Conceptual Analysis and Knowledge Representation, Kluwer Academic Publishers, Deventer (1993)
Genesereth, M.R., Fikes, R.: Knowledge interchange format, version 3.0, reference manual. Technical Report Logic-92-1, Computer Science Department, Stanford University (1992)
Fensel, D., Angele, J., Decker, S., Erdmann, M., Schnurr, H.P., Staab, S., Studer, R., Witt, A.: On2broker: Semantic-based access to information sources at the www. In: World Conference on the WWW and Internet, Honolulu, Hawaii (1999)
Heflin, J., Hendler, J.: Semantic interoperability on the web. In: Proceedings of Extreme Markup Languages 2000 (2000)
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, 60–71 (2001)
Berners-Lee, T.: Al: Reference description of the daml+oil ontology markup language (2001)
W3C: Owl web ontology language 1.0 reference (2002)
Heflin, J., Hendler, J., Luke, S.: Reading between the lines: Using shoe to discover implicit knowledge from the web. In: Proceedings of American Association for Artificial Intelligence Conference, workshop on AI and Information Integration (1998)
Holsapple, C.W., Joshi, K.D.: A collaborative approach to ontology design. Communications of the ACM 45, 42–47 (2002)
Spyns, P., Meersman, R., Mustafa, J.: Data modelling versus ontology engineering. SIGMOD, 14–19 (2002)
Rumbaugh, J., Jacobson, I., Booch, G.: Unified Modeling Language Reference Manual. Addison-Wesley, Reading (1999)
Bertino, E.: A view mechanism for object-oriented databases. In: Proceedings of the 3rd International Conference on Extending Database Technology, pp. 136–151 (1992)
Von Staudt, G.K.C.: Geometrie der lage (1847)
Biggs, N.L., Lloyd, E.K., Wilson, R.J.: Graph Theory, pp. 1736–1936. Clarendon Press, Oxford (1976)
Nijssen, G.M., Halpin, T.: Conceptual Schema and Relational Database Design: A Fact-Oriented Approach. Prentice Hall, Englewood Cliffs (1989)
Halpin, T.: Conceptual Schema and Relational Database Design, 2nd edn. Prentice Hall, Englewood Cliffs (1995)
Gruber, T.R.: Ontolingua: A mechanism to support portable ontologies. Technical report, Knowledge Systems Laboratory, Stanford University (1992)
Klein, M., Fensel, D.: Ontology versioning for the semantic web. In: Proceedings of the International Semantic Web Working Symposium, California, USA, pp. 75–91 (2001)
Klein, M., Fensel, D., Kiryakov, A., Ognyanov, D.: Ontology versioning and change detection on the web. In: Gómez-Pérez, A., Benjamins, V.R. (eds.) EKAW 2002. LNCS (LNAI), vol. 2473, pp. 197–212. Springer, Heidelberg (2002)
Noy, N.F., Klein, M.: Ontology evolution: Not the same as schema evolution. Technical Report SMI-2002-0926, Stanford Medical Informatics (2002)
Kim, H.: Predicting how ontologies for the semantic web will evolve. Communications of the ACM 45, 48–54 (2002)
Laskey, K.J., Lin, Q.: Soft-classing to create evolving ontologies for distributed resources. In: Thenth International World Wide Web Conference, Hong Kong (2001)
McGuinness, D.L., Fikes, R., Rice, J., Wilder, S.: An environment for merging and testing large ontologies. In: Cohn, A.G., Guinchiglia, F., Selman, B. (eds.) Proceedings of the Seventh International Conference on Principles of Knowledge Representation and Reasoning, pp. 483–493. Morgan Kaufmann, San Francisco (2000)
Wouters, C., Dillon, T., Rahayu, W., Chang, E., Meersman, R.: A practical approach to the derivation of materialized ontology view. In: Taniar, D., Rahayu, W. (eds.) Web Information Systems, December 2003, Idea Group Publishing, USA (2003) (to appear)
Wouters, C., Dillon, T., Rahayu, W., Chang, E.: A practical walkthrough of the ontology derivation rules. In: Hameurlain, A., Cicchetti, R., Traunmüller, R. (eds.) DEXA 2002. LNCS, vol. 2453, p. 259. Springer, Heidelberg (2002)
Wouters, C., Dillon, T., Rahayu, W., Meersman, R., Chang, E.: Transformational processes for materialized ontology view specification (2003) (submitted for publication)
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Wouters, C., Dillon, T., Rahayu, W., Chang, E., Meersman, R. (2004). Ontologies on the MOVE. In: Lee, Y., Li, J., Whang, KY., Lee, D. (eds) Database Systems for Advanced Applications. DASFAA 2004. Lecture Notes in Computer Science, vol 2973. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-24571-1_71
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DOI: https://doi.org/10.1007/978-3-540-24571-1_71
Publisher Name: Springer, Berlin, Heidelberg
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