Data warehouse scenarios for model management

  • Authors:
  • Philip A. Bernstein;Erhard Rahm

  • Affiliations:
  • Microsoft Corporation, Redmond, WA;Microsoft Corporation, Redmond, WA

  • Venue:
  • ER'00 Proceedings of the 19th international conference on Conceptual modeling
  • Year:
  • 2000

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Abstract

Model management is a framework for supporting meta-data related applications where models and mappings are manipulated as first class objects using operations such as Match, Merge, ApplyFunction, and Compose. To demonstrate the approach, we show how to use model management in two scenarios related to loading data warehouses. The case study illustrates the value of model management as a methodology for approaching meta-data related problems. It also helps clarify the required semantics of key operations. These detailed scenarios provide evidence that generic model management is useful and, very likely, implementable.