A COMPOUND STRATEGY FOR ONTOLOGIES COMBINING

Dominique Renaud, Cecilia Zanni-Merk, François Rousselot

2009

Abstract

This article reports our works on a strategy for results aggregation coming from a multi agent system. Each set of results is related to a specific ontology. The application is the organisation analysis of Small and Medium Enterprises. In this context, different knowledge bases are used. Depending on their origin, the different KB may be close, complementary and sometimes contradictory. The proposed approach uses a strategy based on two key ideas. The first one is general and aims at selecting a combining method of ontologies and the second one is focused on the selection and combining of sub-parts of ontologies. The combination of these two strategies should improve the understanding of the results produced by the multi agent system.

References

  1. de Bruijn J., M. Ehrig, C. Feier, F. Martíns-Recuerda, F. Scharffe, and M. Weiten, 2006,Ontology Mediation, Merging, and Aligning,In
  2. Choi N., I.-Y. Song, and H. Han, 2006, A survey on ontology mapping, In SIGMOD Rec., vol. 35.
  3. Colomb, R. M. and Ahmad, M. N., 2007. Merging ontologies requires interlocking institutional worlds, In Appl. Ontol. 2, 1.
  4. Flouris G., D. Manakanat, H. Kondylakis, D. Plexousakis, and G. Antoniou, 2007,Ontology change: classification and survey, In The Knowledge Engineering Review.
  5. Hameed, A., Preece, A., Sleeman, D., 2004, Ontology reconciliation. In: Steffen, S., Studer, In R. (eds.) Handbook on Ontologies, Springer, Berlin (2004)
  6. Klein M., 2001,Combining and relating ontologies: an analysis of problems and solutions, In IJCAI'01,Workshop on Ontologies and Information Sharing, G. A. Perez, M. Gruninger, H. Stuckenschmidt, and M. Uschold, Eds.
  7. Maedche A., Motik B., Silva N. & Volz R., 2002, MAFRA: a mapping framework for distributed ontologies, in EKAW'2002, Proceedings of the International, Springer LNAI 2473.
  8. Noy N. & Musen M. A.,1999, SMART : automated support for ontology merging and alignment, in KAW'1999, Proceedings of the Workshop on Knowledge Acquisition, Modeling and Management.
  9. OMV, 2007, http://omv.ontoware.org/
  10. OWL-DL, 2004, http://www.w3.org/TR/owl-guide/
  11. Visser, P.R.S., Jones, D.M., Bench-Capon, T.J.M., Shave, 1997, M.J.R.: An analysis of ontology mismatches: heterogeneity versus interoperability. In: AAAI 1997 Spring Symposium on Ontological Engineering, Stanford.
  12. Lemaignan, S., Siadat, A., Dantan, J.-Y., et Semenenko, A., (2006) MASON: A proposal for an ontology of manufacturing domain. Distributed Intelligent Systems, Collective Intelligence and Its Applications. DIS 2006. IEEE Workshop 15-16, 195-200.
  13. Fox, M., (1992) The TOVE project: A commonsense model of the enterprise, industrial and engineering applications of artificial intelligence and expert systems. Lecture Notes in Artificial Intelligence (604), 25-34.
  14. Fox, M., et Grüninger, M., (1998) Enterprise modeling. AI Magazine, 109-121.
  15. Uschold, M., Moralee, M. K. anf S., et Zorgios, Y., (1998) The enterprise ontology. The Knowledge Engineering Review 13, 31-89.
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Paper Citation


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2009)
TI - A COMPOUND STRATEGY FOR ONTOLOGIES COMBINING
SN - 978-989-674-012-2
AU - Renaud D.
AU - Zanni-Merk C.
AU - Rousselot F.
PY - 2009
SP - 200
EP - 205
DO - 10.5220/0002299802000205


in Harvard Style

Renaud D., Zanni-Merk C. and Rousselot F. (2009). A COMPOUND STRATEGY FOR ONTOLOGIES COMBINING . In Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2009) ISBN 978-989-674-012-2, pages 200-205. DOI: 10.5220/0002299802000205


in Bibtex Style

@conference{keod09,
author={Dominique Renaud and Cecilia Zanni-Merk and François Rousselot},
title={A COMPOUND STRATEGY FOR ONTOLOGIES COMBINING},
booktitle={Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2009)},
year={2009},
pages={200-205},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002299802000205},
isbn={978-989-674-012-2},
}