Vintage Analytics and Data Warehouse Design

Vintage Analytics is a useful technique for a variety of domains where performance depends on experience or age. However, this technique might be underutilized due to lack of awareness and due to difficulties in data preparation. This paper provides examples of Vintage Analytics, including one detai...

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Bibliographic Details
Published in:International journal of business intelligence research 2014-04, Vol.5 (2), p.62-81
Main Authors: Millet, Ido, Andaleeb, Syed S, Fizel, John L
Format: Article
Language:English
Subjects:
Age
Analytics
Data analysis
Data warehouses
Data warehousing
Design
Guidelines
Information management
Mathematical analysis
Methods
Sales
Vintage
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Description
Summary:Vintage Analytics is a useful technique for a variety of domains where performance depends on experience or age. However, this technique might be underutilized due to lack of awareness and due to difficulties in data preparation. This paper provides examples of Vintage Analytics, including one detailed scenario demonstrating benefits and typical challenges in the context of a sales database. It then proposes data warehouse design guidelines to address these difficulties.
ISSN:1947-3591
1947-3605
DOI:10.4018/ijbir.2014040104