作者
Sergio Luján-Mora, Panos Vassiliadis, Juan Trujillo
发表日期
2004
研讨会论文
Conceptual Modeling–ER 2004: 23rd International Conference on Conceptual Modeling, Shanghai, China, November 8-12, 2004. Proceedings 23
页码范围
191-204
出版商
Springer Berlin Heidelberg
简介
In Data Warehouse (DW) scenarios, ETL (Extraction, Transformation, Loading) processes are responsible for the extraction of data from heterogeneous operational data sources, their transformation (conversion, cleaning, normalization, etc.) and their loading into the DW. In this paper, we present a framework for the design of the DW back-stage (and the respective ETL processes) based on the key observation that this task fundamentally involves dealing with the specificities of information at very low levels of granularity including transformation rules at the attribute level. Specifically, we present a disciplined framework for the modeling of the relationships between sources and targets in different levels of granularity (including coarse mappings at the database and table levels to detailed inter-attribute mappings at the attribute level). In order to accomplish this goal, we extend UML (Unified Modeling …
引用总数
200420052006200720082009201020112012201320142015201620172018201920202021202220232881312151310101315558545253
学术搜索中的文章
S Luján-Mora, P Vassiliadis, J Trujillo - Conceptual Modeling–ER 2004: 23rd International …, 2004