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A bottom-up approach for creating goal hierarchy using OLAP query recommendation technique

Author

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  • Ranjeet Kumar Ranjan
  • N. Parimala

Abstract

Traditionally, data warehouses have been designed guided by an analysis of the underlying data sources. On the other hand, goal-oriented approaches build a goal decomposition structure which is further mapped to a data warehouse model. Goal-oriented approaches address the requirements of the decision makers. In this paper, we propose to build a goal decomposition structure for traditional data warehouses. As a result it can be assessed whether the existing data warehouse model satisfies the decision makers' requirements. The approach is bottom-up wherein the tasks are identified first and the path to the strategic goal is built later. The tasks themselves are identified using OLAP query recommendation technique.

Suggested Citation

  • Ranjeet Kumar Ranjan & N. Parimala, 2018. "A bottom-up approach for creating goal hierarchy using OLAP query recommendation technique," International Journal of Business Information Systems, Inderscience Enterprises Ltd, vol. 28(4), pages 425-446.
  • Handle: RePEc:ids:ijbisy:v:28:y:2018:i:4:p:425-446
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