AUTOMATIC APPROACH FOR ONTOLOGY EVOLUTION BASED ON STABILITY EVALUATION

Karim Kamoun, Sadok Ben Yahia

2012

Abstract

The life time of ontology exploitation depends on the right way of making their evolution. So, in this paper, we present a new approach of ontology enrichment. According to the stability describing the cohesion between concepts, our proposal selects automatically the appropriate position for inserting new concepts to ontology.

References

  1. T. R. Gruber, 1993. A translation approach to portable ontology specifications, Knowledge 5 (2), pages 199- 220.
  2. Klein M., Fensel D., Kiryakov A., and Ognyanov D. 2002: Ontology Versioning and Change Detection on the Web, In Proceedings of the OntoWeb-SIG3 Workshop at the 13th International Conference on Knowledge Engineering and Knowledge anagement.
  3. Blundell B. and Pettifer S. 2004: Graph isualization to Aid Ontology Evolution in Protégé, In Proceedings of 7th International Protégé Conference, July 2004.
  4. Flouris G., Plexousakis D. 2005, Handling Ontology Change: Survey and Proposal for a Future Research Direction, Technical Report FORTH-ICS/TR-362.
  5. Castano S., Dalakleidi K., Dasiopoulou S., Espinosa S., Ferrara A., Hess G.N., Karkaletsis V. Kaya A., Melzer S., Moller R., Montanelli S., Petasis G., 2006. Delivrable D4.1 Methodology and Architecture for Multimedia Ontology Evolution.
  6. E. Blanchard, M. Harzallah, P. Kuntz and H. Briand. 2008a, Sur l'évaluation de la quantité d'information d'un concept dans une taxonomie et la proposition de nouvelles mesures. Special issue "knowledge modeling" journal of new information technologies (RNIT). Cepadues (12), 127-145.
  7. L. R. Dice, 1945 Measures of the amount of ecologic association between species. Ecology 26(3), 297-302.
  8. R. Rada, H. Mili, E. Bicknell, and M. Blettner, 1989 Development and application of a metric on semantic nets. IEEE Transactions on Systems, Man, and Cybernetics, 19, Jan/Feb.
  9. Z. Wu and M. Palmer, 1994. Verb semantics and lexical selection. In proceedings. of the 32nd annual meeting of the associations for Comp. Linguistics, 133-138.
  10. P. H. Ganesan, Garcia-Molina and J. Widom, 2003 Exploiting hierarchical domain structure to compute similarity. ACM Trans. on Information Systems 21(1): 64-93.
  11. A. G. Maguitman, F. Menczer, H. Roinestad, and A. Vespignani, 2005. Algorithmic detection of semantic similarity. In proceedings of the 14th int. conf. on world wide web, 107-116. ACM Press.
  12. P. Resnik, 1999. Semantic similarity in a taxonomy : An information-based measure and its application to problems of ambiguity in natural language. Journal of Artificial Intelligence Research, 11: 95-130.
  13. E. Blanchard, M. Harzallah and P. Kuntz, 2008b. A generic framework for comparing semantic similarities on a subsumption hierarchy. In proceedings of 18th European Conference on Artificial Intelligence (ECAI), 20-24.
  14. J Brank., M Grobelnik., D Mladenic., A Survey of Ontology Evaluation Techniques, in Proceedings of the Conference on Data Mining and Data Warehouses (SiKDD 2005), Ljubljana, Slovenia, 2005.
Download


Paper Citation


in Harvard Style

Kamoun K. and Ben Yahia S. (2012). AUTOMATIC APPROACH FOR ONTOLOGY EVOLUTION BASED ON STABILITY EVALUATION . In Proceedings of the 8th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST, ISBN 978-989-8565-08-2, pages 452-455. DOI: 10.5220/0003962104520455


in Bibtex Style

@conference{webist12,
author={Karim Kamoun and Sadok Ben Yahia},
title={AUTOMATIC APPROACH FOR ONTOLOGY EVOLUTION BASED ON STABILITY EVALUATION},
booktitle={Proceedings of the 8th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,},
year={2012},
pages={452-455},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003962104520455},
isbn={978-989-8565-08-2},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 8th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,
TI - AUTOMATIC APPROACH FOR ONTOLOGY EVOLUTION BASED ON STABILITY EVALUATION
SN - 978-989-8565-08-2
AU - Kamoun K.
AU - Ben Yahia S.
PY - 2012
SP - 452
EP - 455
DO - 10.5220/0003962104520455