Fuzzy Data Warehousing for Performance Measurement

Concept and Implementation de

Éditeur :

Springer


Collection :

Fuzzy Management Methods

Paru le : 2014-07-08

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Description

The numeric values retrieved from a data warehouse may be difficult for business users to interpret, and may even be interpreted incorrectly. Therefore, in order to better ?understand numeric values, business users may require an interpretation in meaningful, non-numeric terms. However, if the transition between non-numeric terms is crisp, true values cannot be measured and a smooth transition between classes may no longer be possible. This book addresses this problem by presenting a fuzzy classification-based approach for a data warehouses. Moreover, it introduces a modeling approach for fuzzy data warehouses that makes it possible to integrate fuzzy linguistic variables in a meta-table structure. The essence of this structure is that fuzzy concepts can be integrated into the dimensions and facts of an existing classical data warehouse without affecting its core. This allows a simultaneous analysis, both fuzzy and crisp. A case study of a movie rental company underlines and exemplifies the proposed approach.
 
Pages
236 pages
Collection
Fuzzy Management Methods
Parution
2014-07-08
Marque
Springer
EAN papier
9783319042251
EAN EPUB
9783319042268

Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
23
Taille du fichier
2724 Ko
Prix
94,94 €