数据仓库设计:模式转换方法

Adriana Marotta, R. Ruggia
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引用次数: 41

摘要

本文讨论了数据仓库的设计问题,旨在改进数据仓库的逻辑设计过程。面向转换的数据仓库设计方法中的一些现有工作是从源数据库的实体-关系模型开始构建数据仓库,并到达数据仓库的概念或高级逻辑维度模型。我们提出了一种机制,通过应用于源逻辑模式的预定义转换来获得DW逻辑模式,该机制可以作为现有DW设计方法的补充。转换允许对DW进行精细化的逻辑设计,并提供设计的跟踪以及源和DW逻辑结构之间的映射。
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Data warehouse design: a schema-transformation approach
This paper addresses DW design problems, with the goal of improving the DW logical design process. Some of the existing work in transformation oriented methodologies for DW design construct the DW starting from an entity-relationship model of the source database, and arrive to a conceptual or high-level-logical dimensional model of the DW. We propose a mechanism for obtaining the DW logical schema through pre-defined transformations applied to the source logical schema, which can be used as a complement to the existing DW design methodologies. The transformations allow a refined logical design of the DW and provide a trace of the design and a mapping between the source and DW logical structures.
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