DocumentCode :
2410377
Title :
A model driven approach for data warehouse conceptual design
Author :
Zepeda, Leopoldo ; Celma, Matilde
Author_Institution :
Instituto Tecnologico de Culiacan
fYear :
0
fDate :
0-0 0
Firstpage :
114
Lastpage :
121
Abstract :
Despite the extensive diffusion of data warehouse (DW) technology, we still miss methods that assist and guide the designer in the conceptual design of DWs. This paper is concerned with DW conceptual design starting from the operational data base schema and user requirements. For this, we propose and illustrate a set of transformation rules between the entity relationship (ER) metamodel and online analytic process (OLAP) metamodel relaying on the principles of model driven architecture (MDA) for produces a set of candidate multidimensional schemas. Next the automatic generation of multidimensional schemas, we use user requirements to guide the selection of the candidate multidimensional schema most likely to meet user´s needs
Keywords :
data mining; data warehouses; entity-relationship modelling; candidate multidimensional schemas; data warehouse conceptual design; entity relationship metamodel; model driven architecture; online analytic process metamodel; operational data base schema; transformation rules; Books; Companies; Data analysis; Data warehouses; Databases; Erbium; Information analysis; Multidimensional systems; Relays; Warehousing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Databases and Information Systems, 2006 7th International Baltic Conference on
Conference_Location :
Vilnius
Print_ISBN :
1-4244-0345-6
Type :
conf
DOI :
10.1109/DBIS.2006.1678484
Filename :
1678484
Link To Document :
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