Ontology Evolution in the Corporate Semantic Web

Fatma Chamekh, Guilaine Talens, Danielle Boulanger

Abstract

We present in this paper an approach for ontology evolution in the corporate semantic web. We particularly focus on the ontology and resources evolution which are two important components of the corporate semantic web. Ontology evolves with added and updated resources. The concerned ontological entities by the resource modifications are linked to the documents. To manage dynamically changes we use the MAS paradigm. The evolution process is distributed in the different agents of the system. Each of them has a particular role.

References

  1. Boulanger, D., Disson, E., Dubois, G., 2000. Object Oriented Metadata for Secured Cooperation of Legacy Information Systems. In International Workshop on Model Engineering IWME'00, 14th European Conference on Object Oriented Programming,SophiaAntipolis and Cannes, France, p 75-82.
  2. Cunningham, H., Maynard, D., and Bontcheva, K., 2001. Text processing with Gate.
  3. Damerau, F., Hirano, M., Oka, K., and Tagawa, Y., 1971 Markov Models & Linguistic Theory, The Hague Mouton.
  4. D'Aquin, M., Putting linked data to use in a large highereducation organisation, 2010. In Workshop on Interacting with Linked Data (ILD) at the Extended Semantic Web Conference (ESWC).
  5. Djedidi, R., Aufaure, M. A., Onto-Evo an Ontology Evolution Approach Guided by Pattern Modelling and Quality Evaluation, 2010. In the 6th International Symposium on Foundations of Information and Knowledge Systems, LNCS: Vol. 5956, G. Berlin, Germany: Springer. Sofia, Bulgaria, p. 268-305.
  6. Deen, S. M., Ponnamperuma, K., Dynamic ontology integration in a multi-agent environment, 2006. In 20th International Conference on Advanced Information Networking and Application AINA'06.
  7. Freddo, A. R., Tacla, C. A., Integrating social web with semantic web-Ontology learning and ontology evolution from folksonomies, 2009. In International Conference on Knowledge Engineering and Ontology Development, Portugal, p. 247-253.
  8. Gandon, F., 2002, Distributed Artificial Intelligence and Knowledge Management: Ontologies and multi-agent systems for a corporate semantic web, PhD Thesis INRIA.
  9. Grüber, T. R., A translation approach to portable ontologies, 1993. In Knowledge acquisition, Vol. 5, n°2, p. 199-220.
  10. Hass, P., Stojanovic, L., Consistent evolution of OWL ontologies, 2005. In Proceedings of the 2nd European Semantic WebConference (ESWC), LNCS 3532, p. 182-197.
  11. Hunyadi, D., Rapid miner e-commerce, 2010. In Proceedings of the 12th WSEAS international conference on Automatic control, modelling & simulation, p. 316-321.
  12. Health, T., Bizier, C., Linked Data: Evolving the Web into a Global Data Space, 2011. Morgan & Claypool.
  13. Health, T., Singer, R., Sahbir, N., Clark, C., and Leavesley, J., Assembling and applying an education graph based on learning resources in universities, 2012. In Linked Learning (LILE) Workshop at the World Wide (WWW) conference.
  14. Jaziri, W., Sassi, N., Gargouri, F., Approach and tool to evolve ontology and maintain its coherence, 2010. Metadata Semantic and Ontologies, vol. 5, p. 151-166.
  15. Jennings, N., Controlling cooperative problem solving in industrial multi-agent systems using joint intentions, 1995. Artificial Intelligence.
  16. Jaccard, P., Étude comparative de la distribution florale dans une portion des Alpes et des Jura, 1901. Bulletin de la Société Vaudoise des Sciences Naturelles, vol. 37, p. 547-579.
  17. Klein, M., Noy, M., A component based framework for ontology evolution, 2003. In Workshop on Ontologies and distributed System, IJCAI'03, Mexico.
  18. Klein, M., 2004. Change Management for Distributed Ontologies. PhD thesis,University of Amsterdam .
  19. Levenshtein, V., Binary codes capable of correcting deletion, insertions, and reversals, 1966. Soviet Physics Doklady, vol. 10, n° 8, p. 707-710.
  20. Luong, P-H., Dieng-Kuntz, R. et Boucher, A. Managing semantic annotations evolution in the CoSWEM system.2006. In Proceedings of the Third National Symposium on Research, Development and Application of Information and Communication Technology (ICT.rda'06), Hanoi (Vietnam), May 2006, p 215 -223.
  21. Maedche, S., Staab, S., 2000. The text-to-onto ontology learning environment”, In Software Demonstration at ICCS-2000-Eight International Conference on Conceptual Structures.
  22. Noy, N. F., Musen, M., PROMPTDIFF: A fixed-point algorithm for comparing ontology versions, 2002. In Proceedings of the 18th National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, Canada.
  23. Rogozan, D., Paquette, G., 2005. Managing ontology changes in the semantic web, In the IEEE/WIC/ACM International Conference on Web Intelligence, Compiegne, France.
  24. Stojanovic, L., Maedche, M., Stojanovic, N., Studer, R., Ontology evolution as reconfiguration design problem solving, 2003. In Proceedings of the 2nd International Conference on Knowledge CAPture K-CAP'03, p. 162-171.
  25. Stojanovic, L., 2004. Methods and Tools for Ontology Evolution, PhD thesis, University Karlsruhe.
  26. Stojanovic, L., Maedche, A., Motik, B., Stojanovic , N., User-driven ontology evolution management,2002. In Proceedings of the European Conference on Knowledge Engineering and Management, p. 285-300.
  27. Stone, P., Veloso, M., Multiagent Systems: Survey from a Machine Learning Perspective, 2000, In Autonomous Robotics, vol. 8, p345-383.
  28. Studer, R., Benjamins, R., Fensel, D., Knowledge engineering: Principles and methods, 1998. Data & Knowledge Engineering, Volume 25, Issues 1-2, p. 161-19.
  29. Sellami, Z., Aussenac-Gilles, N., Gleizes, M.P., Vers un outil de construction d'ontologies à partir de textes à l'aided'un système multi-agent, 2009. Actes de JFO.
  30. Talens, G., Boulanger, D., Séguran, M., Domain Ontologies Evolutions to Solve Semantic Conflicts, 2007. In Proccedings of Ontologies-Based Databases and Information Systems, vol. 4623/2007, LNCS Springer, Berlin /Heidelberg, ISBN 978-3-540-75474- 9_4, p. 51-67.
  31. Talens, G., Boulanger, D., Domain evolution ontology by versioning, 2009. In Proceedings of the 5th International Conference on Agents and Artificial Intelligence - ICAART'09, Porto, Portugal, p. 185- 190.
  32. Talens, G., Boulanger, D., Evolutive ontology by versioning, 2010. In Proceedings of the 4th International Conference Research Challenges in Information RCIS'10, Nice, France, p. 157-168.
  33. Zablith, F., Sabou, M., d'Aquin M., and Motta, E., Using background knowledge for Ontology evolution, 2008. In International Workshop on Ontology Dynamics (IWOD) at the International Semantic Web Conference (ISWC), Karlsruhe, German.
  34. Zablith, F., D'Aquin, M., Brown, S., and Green-Hughes, L., Consuming linked data within a large educational organization, 2011. In Second International Workshop
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Paper Citation


in Harvard Style

Chamekh F., Talens G. and Boulanger D. (2013). Ontology Evolution in the Corporate Semantic Web . In Proceedings of the 15th International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-8565-60-0, pages 182-189. DOI: 10.5220/0004438401820189


in Bibtex Style

@conference{iceis13,
author={Fatma Chamekh and Guilaine Talens and Danielle Boulanger},
title={Ontology Evolution in the Corporate Semantic Web},
booktitle={Proceedings of the 15th International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2013},
pages={182-189},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004438401820189},
isbn={978-989-8565-60-0},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 15th International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - Ontology Evolution in the Corporate Semantic Web
SN - 978-989-8565-60-0
AU - Chamekh F.
AU - Talens G.
AU - Boulanger D.
PY - 2013
SP - 182
EP - 189
DO - 10.5220/0004438401820189