Conceptual Modelling for ETL Processes

P. Vassiliadis, A. Simitsis, and S. Skiadopoulos
In Proceedings of the ACM 5th Int'l Workshop on Data Warehousing and OLAP (DOLAP'02), pages 14--21. ACM Press, July 2002.

Abstract:
Extraction-Transformation-Loading (ETL) tools are pieces of software responsible for the extraction of data from several sources, their cleansing, customization and insertion into a data warehouse. In this paper, we focus on the problem of the definition of ETL activities and provide formal foundations for their conceptual representation. The proposed conceptual model is (a) customized for the tracing of inter-attribute relationships and the respective ETL activities in the early stages of a data warehouse project; (b) enriched with a 'palette' of a set of frequently used ETL activities, like the assignment of surrogate keys, the check for null values, etc; and (c) constructed in a customizable and extensible manner, so that the designer can enrich it with his own re-occurring patterns for ETL activities.

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