A data warehouse logical design method based on the alignment with business processes

Jacques Simonin, Sébastien Bigaret, J. Gourmelen
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引用次数: 5

Abstract

The design of a data warehouse from the databases of the enterprise is a very important feature to specify the strategy of this enterprise. The strategy is indeed deduced from the enterprise results stored in its databases. The business processes of the enterprise have moreover to be consistent with this strategy. We propose then a rule-based data warehouse design method. The rules target first a data model alignment with respect to the business processes model. The other rules are featured by a data pattern proposing a solution for the data warehouse design in relation to the categorization of the data. The pattern is compliant with the life-cycle of a business process instance. This pattern is moreover relevant for the specification of the queries concerning the data warehouse. This data warehouse design method based on rules is experimented from two epidemiological databases building up for medical research.
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一种基于与业务流程对齐的数据仓库逻辑设计方法
从企业的数据库中设计数据仓库是指定企业战略的一个非常重要的特征。该策略确实是从存储在其数据库中的企业结果中推导出来的。此外,企业的业务流程必须与该策略保持一致。然后提出了一种基于规则的数据仓库设计方法。规则首先针对与业务流程模型相关的数据模型对齐。其他规则由数据模式提供,该模式为数据仓库设计提供了与数据分类相关的解决方案。该模式符合业务流程实例的生命周期。此外,该模式还与有关数据仓库的查询规范相关。以两个为医学研究而建立的流行病学数据库为例,实验了基于规则的数据仓库设计方法。
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