A Multidimensional Model for Automatic Schema Generation process by Integrating OLAP with Data Mining Systems

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Provided by: International Research Publication House (IRPH)
Topic: Data Management
Format: PDF
Data in a data warehouse is organized in a multidimensional model. This multidimensional model helps in faster query processing and efficient OLAP operations for data analysis and decision making. In this paper, the authors introduce a framework which proposes design methodologies to map the relational database into a multidimensional model. The process starts with first cleaning the relational database and then categorizing the attributes of this cleansed relational database into metrics and dimensional attributes by applying the proposed set of mapping rules.
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