Kniha Fuzzy Data Warehousing for Performance Measurement Daniel Fasel

Fuzzy Data Warehousing for Performance Measurement

Concept and Implementation

Autor: Daniel Fasel
Jazyk: Angličtina
Vazba: Pevná
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
2 286
The numeric values retrieved from a data warehouse may be difficult to interpret by business users....

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2014
Stránek
236
EAN
9783319042251
ISBN
3319042254
Enbook ID
02300996
Hmotnost
5148
Rozměry
155 x 235 x 20

Kompletní popis

The numeric values retrieved from a data warehouse may be difficult to interpret by business users. They may be even interpreted incorrectly. Therefore, for a more accurate understanding of 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 not take place. This book addresses this problem by presenting a fuzzy classification-based approach for a data warehouse. Moreover, it introduces as well a modelling approach for fuzzy data warehouses that allows to integrate fuzzy linguistic variables in a meta-table structure. The essence of this structure is that fuzzy concepts can be integrated in the dimensions and facts of an existing classical data warehouse without affecting the core of the data warehouse. This allows for a simultaneous analysis, both fuzzy and crisp. A case study of a movie rental company underlines and exemplifies the proposed approach.

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