HOW TO EVOLVE ONTOLOGY AND MAINTAIN ITS COHERENCE - A Corrective Operations-based Approach
Najla Sassi, Wassim Jaziri, Faiez Gargouri
2009
Abstract
An ontology is a specification of a conceptualization related to a domain of knowledge. In an evolution context, it cannot be considered as a finite conceptualization since it must be adapted to new requirements. This adaptation must respect the coherence of the ontology and its conformity regarding some objectives. To update ontology while maintaining its coherence, this paper proposes an anticipatory approach based on corrective operations. For each change to occur on the ontology, we define corrective operations to prevent and correct potential inconsistencies likely to be generated.
References
- Flouris, G., Plexousakis, D., 2005, Handling Ontology Change: Survey and Proposal for a Future Research Direction. Technical report FORTH-ICS/TR-362.
- Haase, P., Stojanovic, L., 2005, Consistent Evolution of OWL Ontologies. In Proceedings of the 2nd European Semantic Web Conference (ESWC-05).
- Klein M., Fensel D., Kiryakov A., Ognyanov D., 2002, Ontology versioning and change detection on the web, 13th International Conference on Knowledge Engineering and Knowledge Management (EKAW02), Spain.
- Luong, P-H. Dieng-Kuntz, R. 2007, A Rule-based Approach for Semantic Annotation Evolution, The Computational Intelligence Journal, 23(3):320-338, USA.
- Maedche, A., Motik, B., Stojanovic, L., 2003, Managing Multiple and Distributed Ontologies in the Semantic Web, VLDB Journal - Special Issue on Semantic Web, 12, 286-302.
- Sassi, N., Jaziri, W., Gargouri, F., 2008, Formalisation of evolution Changes to update domain ontologies, In Proceedings of International Arab Conference on Information Technology (ACIT'2008), Hammamet, Tunisia.
- Sassi N., Jaziri W., Gargouri F., 2009, Using of ontology for modeling the evolution of Tunisian higher education system, 15th conference on Information and Software Technologies Kaunas, Lithuania, 2009.
- Schlobach, S., Cornet, R., 2003, Non-Standard Reasoning Services for the Debugging of Description Logic Terminologies, In Proceedings of IJCAI'03.
- Stojanovic L., 2004, Methods and Tools for Ontology Evolution, PhD thesis, University of Karlsruhe.
- Stojanovic N, Hartmann J., Gonzalez J., 2003, Ontomanager - a system for usage-based ontology management, Proceedings of FGMLWorkshop.
Paper Citation
in Harvard Style
Sassi N., Jaziri W. and Gargouri F. (2009). HOW TO EVOLVE ONTOLOGY AND MAINTAIN ITS COHERENCE - A Corrective Operations-based Approach . In Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2009) ISBN 978-989-674-012-2, pages 384-387. DOI: 10.5220/0002284803840387
in Bibtex Style
@conference{keod09,
author={Najla Sassi and Wassim Jaziri and Faiez Gargouri},
title={HOW TO EVOLVE ONTOLOGY AND MAINTAIN ITS COHERENCE - A Corrective Operations-based Approach},
booktitle={Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2009)},
year={2009},
pages={384-387},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002284803840387},
isbn={978-989-674-012-2},
}
in EndNote Style
TY - CONF
JO - Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2009)
TI - HOW TO EVOLVE ONTOLOGY AND MAINTAIN ITS COHERENCE - A Corrective Operations-based Approach
SN - 978-989-674-012-2
AU - Sassi N.
AU - Jaziri W.
AU - Gargouri F.
PY - 2009
SP - 384
EP - 387
DO - 10.5220/0002284803840387