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Multidimensional Data Modeling for Complex Data (1999)  (Make Corrections)  (26 citations)
Torben Bach Pedersen, Christian S. Jensen
ICDE



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Abstract: On-Line Analytical Processing (OLAP) systems considerably ease the process of analyzing business data and have become widely used in industry. Such systems primarily employ multidimensional data models to structure their data. However, current multidimensional data models fall short in their abilities to model the complex data found in some real-world application domains. The paper presents nine requirements to multidimensional data models, each of which is exemplified by a real-world, clinical ... (Update)

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BibTeX entry:   (Update)

T. B. Pedersen and C. S. Jensen. Multidimensional Data Modeling for Complex Data. In Proceedings of ICDE, pp. 336--345, 1999. http://citeseer.ist.psu.edu/pedersen99multidimensional.html   More

@inproceedings{ pedersen99multidimensional,
    author = "Torben Bach Pedersen and Christian S. Jensen",
    title = "Multidimensional Data Modeling for Complex Data",
    booktitle = "{ICDE}",
    pages = "336-345",
    year = "1999",
    url = "citeseer.ist.psu.edu/pedersen99multidimensional.html" }
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87   Modeling Multidimensional Databases - Agrawal - 1997
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35   OLAP and Statistical Databases: Similarities and Differences - Shoshani - 1997
27   STORM: A Statistical Object Representation Model - Rafanelli, Shoshani - 1990
27   A Data Model for Supporting On-Line Analytical Processing - Li, Wang - 1996
26   Multidimensional Data Modeling for Complex Data - Pedersen, Jensen - 1998
24   Modeling Large Scale OLAP Scenarios - Lehner - 1998
24   Temporal Databases: Research and Practice (context) - Etzion, Jajodia et al. - 1998
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12   Providing OLAP to user-analysts: An IT mandate (context) - Codd - 1993
9   Proposal of a Logical Model for Statistical Databases (context) - Rafanelli, Ricci - 1983
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