Abstract
The data warehouse design raises several problems such as the integration of heterogeneous data sources. In fact, the main difficulty is how interpret automatically the semantic of the heterogeneous and autonomous data. In addition, in information system design, the use of ontology becomes more and more promising; it contributes to avoid semantic and structural ambiguities. This research introduces the concept of decisional ontology as an assistance tool for the specification of analytical requirements. For this, we propose an ontology based method to standardize the multidimensional terminology extracted from several heterogeneous data sources.
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References
Agrawal, R., Gupta, A., Sarawagi, S.: Modeling Multidimensional Databases. Research Report, IBM Almaden Research Center. In: ICDE 1997, San Jose, California (1995)
Benslimane, D., Arara, A., Yetongnon, K., Gargouri, F., Ben Abdallah, H.: Two approaches for ontologies building:From-scratch and From existing data sources. In: The 2003 International Conference on Information Systems and Engineering ISE 2003, Montreal, Canada, July 20-24 (2003)
Bonifati, A., Cattaneo, F., Ceri, S., Fuggetta, A., Paraboschi, S.: Designing Data Marts for Data Warehouses. ACM Transactions on Softw. Engineering Methodology (2001)
Bouzeghoub, M., Farias Lóscio, B., Kedad, Z., Soukane, A.: Heterogeneous data source integration and evolution (Extended abstract). In: Hameurlain, A., Cicchetti, R., Traunmüller, R. (eds.) DEXA 2002. LNCS, vol. 2453, p. 751. Springer, Heidelberg (2002)
Cabibbo, L., Torlone, R.: A logical Approach to Multidimensional Databases. In: Proc. of the 6th Int’l Conference on Extended Database Technology, Valencia, Spain, pp. 187–197 (1998)
Firestone, J.M.: Dimensional Object Modeling. Executive Information Systems, Inc., White Paper n. 7 (April 1998)
Golfarelli, M., Rizzi, S.: Designing the Data Warehouse : Key Steps and Crucial Issues. Journal of Computer Science and Information Management 2(3), 1–14 (2001)
Golfarelli, M., Rizzi, S.: Methodological framework for Data Warehouse Design. In: DOLAP 1998, USA (1998)
Gruber, T.R.: Toward Principles for the Design of Ontologies, Used for Knowledge Sharing. Stanford Knowledge Systems Laboratory (1993)
Guarino, N. (ed.): Formal Ontology and Information Systems. IOS press, Amsterdam (1998)
Haddar, N., Gargouri, F., Ben Hamadou, A.: Model Integration: The Comparison Step. In: Proc. International Conference on the UK Academy for Information Systems, Leeds Metropolitan University, Leeds UK (April 2002)
Kimball, R.: The Data warehouse Toolkit. John Wiley & Son, Chichester (1996)
Maiz, N., Boussaid, O., Bentayeb, F.: Un système de médiation basé sur les ontologies pour l’entreposagevirtuel. In: INFORSID 2006, Hammamet-Tunisie, May 31-June 3 (2006)
Mhiri, M., Mtibaa, A., Gargouri, F.: Towards an approach for building information systems’ontologies. In: FOMI 2005, 1st workshop Formal Ontologies Meet Industry, Verona, Italy, June 9-10 (2005)
Mhiri, M., Gargouri, F., Benslimane, D.: Détermination automatique des relations sémantiques entre les concepts d’une ontologie. In: INFORSID 2006, Hammamet-Tunisie, May 31-June 3, pp. 263–271 (2006)
Moody, D., Kortnik, M.: From Enterprise Models to Dimensional Models: A Methodology for Data Warehouse and Data Mart Design. In: DMDW 2000, Sweden (2000)
Nabli, A., Soussi, A., Feki, J., BenAbdallah, H., Gargouri, F.: Towards an Automatic Data Mart Design. In: ICEIS 2005, May 3-6. IEEE, Los Alamitos (2005)
Nabli, A., Feki, J., Mhiri, M., Gargouri, F.: Vers une approche de construction d’ontologie décisionnelle: Extraction des Eléments Multidimensionnels. In: MCSEAI 2006, Decembre 6-9, Maroc (2006)
Noy, N., Mcguiness, D.: Ontology Development 101: A Guide to Creating Your First Ontology. Stanford Medical Informatics Report, SMI-2001-0880 (2001)
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Nabli, A., Feki, J., Gargouri, F. (2009). An Ontology Based Method for Normalisation of Multidimensional Terminology. In: Damiani, E., Yetongnon, K., Chbeir, R., Dipanda, A. (eds) Advanced Internet Based Systems and Applications. SITIS 2006. Lecture Notes in Computer Science, vol 4879. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-01350-8_22
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DOI: https://doi.org/10.1007/978-3-642-01350-8_22
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