Rahee Ghurbhurn, Philippe Beaune, Hugues Solignac


In this paper, we present a flexible architecture allowing applications and functional users to access heterogeneous distributed data sources. Our proposition is based on a multi-agent architecture and a domain knowledge model. The objective of such an architecture is to introduce some flexibility in the information systems architecture. This flexibility can be in terms of the ease to add or remove existing/new applications but also the ease to retrieve knowledge without having to know the underlying data sources structures. We propose to model the domain knowledge with the help of one or several ontologies and to use a multi-agent architecture maintain such a representation and to perform data retrieval tasks. The proposed architecture acts as a single point of entry to existing data sources. We therefore hide the heterogeneity allowing users and applications to retrieve data without being hindered by changes in these data sources.


  1. Gruber, T.R, 1993. Toward principles for the design of ontologies used for knowledge sharing. In Formal Ontology in Conceptual Analysis and Knowledge Representation, Kluwer Academic Publishers. The Netherlands.
  2. Nwana, H.S. 1996, Software Agents: An Overview. In Knowledge Engineering Review, vol. 11, pages 205- 244
  3. Sycara, K., Pannu, A., Williamson, M., Zeng, D. and Decker, K. 1996, Distributed Intelligent Agents. In Intelligent Systems and their Applications, vol. 11, pages 36-46. IEEE Expert.
  4. Busse, S., Kutsche, R., Leser, U. and Weber, H., 1999, Federated Information Systems: Concepts, Terminology and Architectures, In Technische Universitat Berlin., Technical Report .
  5. Litwin, W., Abdellatif, A., Zeroual, A., Nicolas, B., and Vigier, P. 1989, MSQL: a multidatabase language. In Information sciences, vol. 49, pages 59-101. Elsevier Science
  6. Lakshmanan, L.V.S., Sadri, F. and Subramanian, S.N., 2001 SchemaSQL: An extension to SQL for multidatabase interoperability. In ACM Transactions on Database Systems, vol. 26, pages 476-519. ACM Press
  7. Sattler, K., Conrad, S. and Saake, G. 2000. Adding Conflict Resolution Features to a Query Language for Database Federations. In Proc. 3nd Int. Workshop on Engineering Federated Information Systems Akadem. Verlagsgesellschaft
  8. Wiederhold, G. 1992. Mediators in the Architecture of Future Information Systems. In Computer, vol. 25, pages 38-49, IEEE Computer Society Press
  9. Levy, A. 1999. Combining Artificial Intelligence and Databases for Data Integration. In Lecture Notes in Computer Science. Springer.
  10. Arens, Y., Chee, C.Y., Hsu, C. and Knoblock, C.A. 1993 Retrieving and Integrating Data from Multiple Information Sources. In International Journal of Cooperative Information Systems.
  11. Chawathe, S., Garcia-Molina, H., Hammer, J., Ireland, K., Papakonstantinou, Y., Ullman, J.D. and Widom, J., 1994. The TSIMMIS Project: Integration of heterogeneous information sources. In Proceedings 10th Anniversary Meeting of the Information Processing Society of Japan
  12. Bayardo, R. J., Bohrer, W., Brice, R., Cichocki, A., Fowler, J., Helal, A., Kashyap, V., Ksiezyk, T., Martin, G., Nodine, M., Rashid, M., Rusinkiewicz, M., Shea, R., Unnikrishnan, C., Unruh, A., Woelk, D., 1997. InfoSleuth: agent-based semantic integration of information in open and dynamic environments. In SIGMOD 7897: Proceedings of the 1997 ACM SIGMOD international conference on Management of data.
  13. Mena, E., Illarramendi, A., Kashyap V. and Sheth, A.P, 2000 OBSERVER: An Approach for Query Processing in Global Information Systems Based on Interoperation Across Pre-Existing Ontologies. In Distributed and Parallel Databases, vol. 8, pages 223- 271. Springer
  14. Preece, A.D., Hui, K., Gray, W.A., Marti, P., BenchCapon T.J.M., Jones, D.M., and Cui, Z. 1999 The KRAFT architecture for knowledge fusion and transformation. In Expert Systems, Springer, Berlin
  15. Bellahsene, Z. 2002. Schema evolution in data warehouses. Knowledge Information System vol. 4, pages 283-304
  16. Lee, A. J., Nica, A., and Rundensteiner, E. A. 2002. The EVE Approach: View Synchronization in Dynamic Distributed Environments. IEEE Transactions on Knowledge and Data Engineering, vol 14, issue 5, pages 931-954
  17. Miller, L., Seaborne, A. and Reggiori, A., 2002 Three Implementations of SquishQL, a Simple RDF Query Language. In ISWC 7802: Proceedings of the First International Semantic Web Conference on The Semantic Web.
  18. McBrien, P. and Poulovassilis, A., 2003, Data integration by bi-directional schema transformation rules. In 19th International Conference on Data Engineering.
  19. Friedman, M. and Levy A. and Millstein T. 1999, Navigational plans for data integration. In Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence, American Association for Artificial Intelligence.

Paper Citation

in Harvard Style

Ghurbhurn R., Beaune P. and Solignac H. (2007). CHANGE MANAGEMENT IN DATA INTEGRATION SYSTEMS . In Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-972-8865-88-7, pages 268-273. DOI: 10.5220/0002376102680273

in Bibtex Style

author={Rahee Ghurbhurn and Philippe Beaune and Hugues Solignac},
booktitle={Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS,},

in EndNote Style

JO - Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS,
SN - 978-972-8865-88-7
AU - Ghurbhurn R.
AU - Beaune P.
AU - Solignac H.
PY - 2007
SP - 268
EP - 273
DO - 10.5220/0002376102680273