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Fuzzy Data Warehousing for Performance Measurement

Name: Fuzzy Data Warehousing for Performance Measurement
Brand: Springer International Publishing AG
SKU: 14167106
Price: 37512 HUF
Availability: InStock
Author: Daniel Fasel
ISBN: 9783319355818

Concept and Implementation

Daniel Fasel

Language

English

Book Paperback

Libristo code: 14167106

Publishers Springer International Publishing AG, September 2016

The numeric values retrieved from a data warehouse may be difficult for business users to interpret,... Full description

Libristo code: 14167106

249 b

37 512 Ft

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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.