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Model and Data Engineering: 4th International Conference, MEDI 2014, Larnaca, Cyprus, September 24-26, 2014. Proceedings

Authors :
Bruno Faivre
Ludovic Journaux
Sandro Bimonte
Lucile Sautot
Assistance à la Certification d’Applications DIstribuées et Embarquées (IRIT-ACADIE)
Institut de recherche en informatique de Toulouse (IRIT)
Université Toulouse 1 Capitole (UT1)
Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3)
Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP)
Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1)
Université Fédérale Toulouse Midi-Pyrénées
Laboratoire d'Informatique et d'Automatique pour les Systèmes (LIAS)
Université de Poitiers-ENSMA
University of Cyprus (UCY)
Ait Ameur, Yamine
Bellatreche, Ladjel
Papadopoulos, George Angelos
Source :
Lecture Notes in Computer Science, 4th International Conference on Model and Data Engineering (MEDI 2014), Ait Ameur, Yamine; Bellatreche, Ladjel; Papadopoulos, George Angelos. 4th International Conference on Model and Data Engineering (MEDI 2014), Larnaca, Cyprus. Lecture Notes in Computer Science, 8748, Springer-Verlag, pp.XIV, 340, 2014, Programming and Software Engineering, 978-3-319-11587-0. ⟨10.1007/978-3-319-11587-0⟩, Lecture Notes in Computer Science ISBN: 9783319115863
Publication Year :
2014
Publisher :
HAL CCSD, 2014.

Abstract

Data Warehouses (DWs) are large repositories of data aimed at supporting the decision-making process by enabling flexible and interactive analyses via OLAP systems. Rapid prototyping of DWs is necessary when OLAP applications are complex. Some work about the integration of Data Mining and OLAP systems has been done to enhance OLAP operators with mined indicators, and/or to define the DW schema. However, to best of our knowledge, prototyping methods for DWs do not support this kind of integration. Then, in this paper we present a new prototyping methodology for DWs, extending [3], where DM methods are used to define the DW schema. We validate our approach on a real data set concerning bird biodiversity.

Details

Language :
English
ISBN :
978-3-319-11587-0
978-3-319-11586-3
ISSN :
03029743
ISBNs :
9783319115870 and 9783319115863
Database :
OpenAIRE
Journal :
Lecture Notes in Computer Science, 4th International Conference on Model and Data Engineering (MEDI 2014), Ait Ameur, Yamine; Bellatreche, Ladjel; Papadopoulos, George Angelos. 4th International Conference on Model and Data Engineering (MEDI 2014), Larnaca, Cyprus. Lecture Notes in Computer Science, 8748, Springer-Verlag, pp.XIV, 340, 2014, Programming and Software Engineering, 978-3-319-11587-0. ⟨10.1007/978-3-319-11587-0⟩, Lecture Notes in Computer Science ISBN: 9783319115863
Accession number :
edsair.doi.dedup.....fc4064a2594331f6347187f4aafb9d4f
Full Text :
https://doi.org/10.1007/978-3-319-11587-0⟩