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Data Sources Integration Using Viewpoint-Based Approach

Published: 23 November 2015 Publication History

Abstract

Today's data integration activity represents a crucial need over the web, allowing a transparent access to heterogeneous and distributed data sources. Several researches using ontologies to capture semantics and knowledge about the integrated data sources are recently suggested. In this paper, we propose an ontology-based integration approach that makes use of the viewpoint paradigm to overcome all the drawbacks of the existing integration approaches.

References

[1]
Rundesteiner, E. Koeller, A. and Zhang, X. 2000. Maintaining Data Warehouse over Changing Information Sources. Communication of the ACM. Vol. 43, N°. 6. June 2000, pp. 57--62.
[2]
Wiederhold, G. 1992. Mediators in the architecture of future information systems. Int. Journal of IEEE Computers, March 1992. Vol. 25, N°. 3, pp. 38--49.
[3]
Calvanese, D., De Giacomo, G., Lembo, D., Lenzerini, M., Poggi, A, and Rosati, R. 2008. Data Integration through DL-Lite Ontologies. 3rd Int. Workshop on Semantics in Data and Knowledge Bases (SDKB 2008). Springer Berlin Heidelberg. pp. 26--47.
[4]
Cruz, I. F., Xiao, H., and Hsu, F. 2004. An Ontology-Based Framework for XML Semantic Integration. In Proceedings of the international Database Engineering and Applications Symposium (IDEAS). (July 07-09, 2004). IEEE Computer Society, Washington, DC, pp. 217--226.
[5]
Langegger, A. Wöß, W., and Blöchl, M. 2008. A Semantic Web Middleware for Virtual Data Integration on the Web. In Proceedings of the 5th European Semantic Web Conference (ESWC08). (Tenerife. Spain. June 01-05. 2008). Springer Berlin Heidelberg, pp. 493--507.
[6]
Poggi, A., Lembo, D., Calvanese, D., De Giacomo, G., Lenzerini, M., and Rosati, R. 2008. Linking Data to Ontologies. In: Journal Data Semantics X, Springer-Verlag Berlin, Heidelberg. pp. 133--173. 2008.
[7]
Preecea, A. Huia, K. Grayb, A. Martib, P. Bench-Caponc, T. Jonesc, D. and Cuid, Z. 2000. The KRAFT architecture for knowledge fusion and transformation. Int. Journal of Knowledge-Based Systems. Vol. 13, n° 2-3, pp. 113--120, Appril 2000.
[8]
Reynaud C. and GiraldoG. 2003. An application of the mediator approach to services over the web. Special track. Data Integration in Engineering, Concurrent Engineering (CE'2003). Vol. 1. July 2003, pp. 209--216.
[9]
Martin, N. Poulouvassilis, A. and Wang, J. 2014. A methodology and architecture embedding quality assessment in data integration. Journal of Data Information Quality (JDIQ). Vol 4, N° 4, pp. 17--40. May 2014.
[10]
Bach T. L. 2006. Construction d'un web sémantique multi point de vue. Doctoral thesis. The high school of Mines Paris. Sophia Antipolis.
[11]
Benchikha, F. Boufaida, M. and Seinturier, L. 2005. Viewpoints: a framework for object oriented database modelling and distribution. Journal of Data Science. Vol 4, pp 92--107; January 2005.
[12]
Boulkroun, B. and Benchikha, F. 2013. Data Integration: Viewpoint based approach. In Proceeding of the International Conference on Control, Engineering and Information Technology (CEIT '13). (Sousse. Tunisia. 4-7 June. 2013). pp 33--38.
[13]
Falquet G. and Mottaz Jiang, C. L. 2002. A Model for the Collaborative Design of Multi-Point-of-View Terminological Knowledge Bases. Book title: Knowledge Management and Organizational Memories, Kluwer, 2002, Springer US, pp. 193--202.
[14]
Ribière, M. and Dieng, R. 2002. Viewpoint Model for Cooperative Building of an Ontology. In Proceeding of the International Conference on Conceptual Structures (ICCS 2002). (Borovets, Bulgaria, July 15-19. 2002). Springer Berlin Heidelberg. pp. 220--234.
[15]
Hacid M.-S., and Reynaud. C. 2005. L'intégration de sources de données. Revue Information-Interaction-Intelligence, Vol3 p4, 2005.
[16]
Hakimpour F. and Geppert. A. 2002. Global schema generation using formal ontologies. In Proceedings of 21th International Conference on Conceptual Modeling (ER'02). (Tampere, Finland, October 7-11, 2002). Springer Berlin Heidelberg, pp. 307--321.
[17]
Lawrence, R. and Barker, K. 2001. Integrating relational database schemas using a standardized dictionary. In Proceedings of the ACM Symposium on Applied Computing (SAC), (Las Vegas. USA. Marsh 11-14. 2001), pp. 225--230.
[18]
Mena, E. Kashyap, V. Sheth, A. and Illarramendi A. 1996. OBSERVER: An approach for query processing in global information systems based on interoperation across preexisting ontologies. In Proceedings of the First IFCIS International Conference on Cooperative Information Systems (CoopIS'96), (Brussels. Belgium. June 19-21 1996), IEEE Computer Society. pp. 14--25.
[19]
Goasdoue, F. Lattes, V. and Rousset, M. C. 2000. The use of CARIN language and algorithms for information integration: The PICSEL system. International Journal of Cooperative Information Systems (IJCIS). Vol 9 N°4, pp. 383--401, December 2000.
[20]
Ladjel, B. Pierra. G, Xuan Dung. N, Hondjack. D and Ait-Ameur. Y. 2004. An a priori approach for automatic integration of heterogeneous and autonomous databases. In Proceeding of the 15th International Conference on Database and Expert Systems Application (DEXA2004). (Zaragoza. Spain. August 30-September 3. 2004). Springer 2004. pp. 475--485.
[21]
Minsky. M. 1975. A Framework for Representing Knowledge. In The Psychology of Computer Vision New York: 6,156--189. P. H. Winston (Ed.), McGrawHill.
[22]
Mariño, O. 1993. Raisonnement classificatoire dans une représentation à objets multi-points de vue. Doctoral thesis. Joseph Fourier University, Grenoble 1.
[23]
Mullery, G. 1979. CORE A method for controlled requirements specification. In Proceeding of the 4th International Conference on Software Engineering (ICSE'79).(Minish. Germany. September 1979), IEE Computer Society Press. pp. 129--135.
[24]
Benslimane, D., Arara, A., Falquet, G., Maamar, Z., Thiran, P. and Gargouri, F. 2006. Contextual Ontologies: Motivations, Challenges, and Solutions. In Fourth Biennial International Conference on Advances in Information Systems (ADVIS-2006). (Izmir, Turkey. October 18-20, 2006), Springer Berlin Heidelberg. pp.168--176.
[25]
Bouquet. P, Giunchiglia, F. Van Harmelen, F. Serafini. L. and Stuckenschmidt. H. 2004. Contextualizing Ontologies. Journal of Web Semantics: Science, Services and Agents on the World Wide Web. Vol.1, N°4, pp. 325--343. October 2004.
[26]
Stuckenschmidt. H. 2006. Toward multi-viewpoint reasoning with OWL ontologies. In the Proceedings of the 3rd European Semantic Web Conference (ESWC 2006). (Budva, Montenegro, June 11-14. 2006). Springer Berlin Heidelberg. pp. 259--272.
[27]
Hemam, M. et Boufaida, Z. 2009. Représentation d'ontologies multi-points de vue: une approche basée sur la logique de descriptions. Journées Francophones d'Ingénierie des Connaissances (IC'09). Tunisia, 2009.
[28]
Prud'hommeaux, E. and Seaborne, A. SPARQL query language for RDF. W3C Working Draft. Available at: http://www.w3.org/TR/rdf-sparql-query/

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    IPAC '15: Proceedings of the International Conference on Intelligent Information Processing, Security and Advanced Communication
    November 2015
    495 pages
    ISBN:9781450334587
    DOI:10.1145/2816839
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 23 November 2015

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    Author Tags

    1. Data integration
    2. data mediation
    3. multi-representation
    4. ontologies
    5. viewpoints

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