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Understanding database design expertise

机译:了解数据库设计专业知识

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Database design is a complex and time-consuming process. In order to automate database design, an understanding of the nature of expertise that goes into the design process is needed. Although a number of expert systems have been developed to assist or replace a database designer, database design expertise has not been examined in any detail. This paper proposes a conceptual framework for explaining this type of expertise. The components of the framework are applied to each phase of the design process and used to provide guidelines for the level of expertise developers might strive to obtain. Several representative systems are analyzed, based on the framework, to explore the degree to which expertise is being captured. Implications for the future development of database design expert systems are discussed.
机译:数据库设计是一个复杂且耗时的过程。为了使数据库设计自动化,需要了解设计过程中专业知识的本质。尽管已经开发了许多专家系统来协助或替换数据库设计者,但是尚未详细研究数据库设计专业知识。本文提出了用于解释此类专业知识的概念框架。框架的组件应用于设计过程的每个阶段,并用于为开发人员可能努力获得的专业知识水平提供指导。基于该框架,对几个代表性系统进行了分析,以探索专业知识的获取程度。讨论了对数据库设计专家系统未来发展的影响。

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