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Model and Data Engineering: 4th International Conference, MEDI 2014, Larnaca, Cyprus, September 24-26, 2014. Proceedings
- 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.
- Subjects :
- 060201 languages & linguistics
Rapid prototyping
Computer science
Online analytical processing
InformationSystems_DATABASEMANAGEMENT
06 humanities and the arts
02 engineering and technology
computer.software_genre
Data warehouse
Schema (psychology)
0602 languages and literature
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
[INFO]Computer Science [cs]
Data mining
computer
Subjects
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⟩