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Data warehouses-TOLAP-decision making

Chountas, Panagiotis and Vasilakis, Christos and El-Darzi, Elia and Petrounias, Ilias and Tseng, Andy (2003) Data warehouses-TOLAP-decision making. In: IEEE International Conference on Systems, Man and Cybernetics, 2003. IEEE Computer Society, USA, pp. 3876-3880. ISBN 0780379527

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Abstract

Data warehouses (DWH) have been established as the core of decision support systems. On top of a DWH, different applications can be realised with regard to conventional reporting. On line Analytical Processing (OLAP) has reached the maturity as an interactive and explorative way of analysing DWH data. However DWH are mostly organised as snapshot databases. For this reason important tasks like "how many times have products of a specific brand been sold in the "past?" cannot be answered successfully - in order to control the success of reshuffling the product range it is necessary to compare the sales of "old" and "new" products. The same applies in cases where the seasonality aspect for a particular range of products has to be answered. On the other hand, temporal databases allow a valid time to be assigned to data. In this manner, a past state can be reconstructed during retrieval. In this paper, we address the integration of DWH and OLAP with temporal database semantics.

Item Type:Book Section
Uncontrolled Keywords:Temporality, Time, Uncertainty, Temporal Data warehouses
Research Community:University of Westminster > Electronics and Computer Science, School of
ID Code:1470
Deposited On:05 May 2006
Last Modified:11 Aug 2010 15:30

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