A Comprehensive Framework on Multidimensional Modeling

Provided by: Springer Healthcare
Topic: Big Data
Format: PDF
In this paper, the authors discuss what current multidimensional design approaches provide and which are their major flaws. Their contribution lays in a comprehensive framework that does not focus on how these approaches work but what they do provide for usage in real data warehouse projects. So that, they do not aim at comparing current approaches but set up a framework (based on four criteria: the role played by end-user requirements and data sources, the degree of automation achieved and the quality of the output produced) highlighting their drawbacks, and the need for further research on this area.

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