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首页> 外文期刊>WSEAS Transactions on Information Science and Applications >RAMEPS: A GOAL-ONTOLOGY APPROACH TO ANALYSE THE REQUIREMENTS FOR DATA WAREHOUSE SYSTEMS
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RAMEPS: A GOAL-ONTOLOGY APPROACH TO ANALYSE THE REQUIREMENTS FOR DATA WAREHOUSE SYSTEMS

机译:RAMEPS:一种用于分析数据仓库系统需求的目标本体方法

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摘要

The data warehouse (DW) systems design involves several tasks such as defining the DW schemas and the ETL processes specifications, and these have been extensively studied and practiced for many years. However, the problems in heterogeneous data integration are still far from being resolved due to the complexity of ETL processes and the fundamental problems of data conflicts in information sharing environments. Current approaches that are based on existing software requirement methods still have limitations on translating the business semantics for DW requirements toward the ETL processes specifications. This paper proposes the Requirement Analysis Method for ETL processes (RAMEPs) that utilize ontology with the goal-driven approach in analysing the requirements of ETL processes. A case study of student affair domain is used to illustrate how the method can be implemented.
机译:数据仓库(DW)系统设计涉及多项任务,例如定义DW模式和ETL流程规范,并且这些已被广泛研究和实践了很多年。但是,由于ETL过程的复杂性以及信息共享环境中数据冲突的根本问题,异构数据集成中的问题仍未解决。基于现有软件需求方法的当前方法在将DW需求的业务语义转换为ETL流程规范方面仍然存在限制。本文提出了一种ETL流程需求分析方法(RAMEP),该方法利用本体和目标驱动方法来分析ETL流程需求。以学生事务领域的案例研究来说明如何实现该方法。

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