Constructing a domain dependent case-base for database schema design with case-based reasoning

Yong-Kee Paek , Jungyun Seo, Gil-Chang Kim
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Abstract

This paper presents the potential for case-based reasoning in design problems, specifically as applied to relational database schema design. The proposed system relies on two case-bases that consist of a Domain Dependent Case-Base (DDCB) and a Domain Independent Case-Base (DICB). We focus on the DDCB in this paper. The organization of domain dependent cases and their features for design are identified. The strategies for retrieving the relevant cases, for building a rough solution, for repairing the rough solution, and for learning cases, currently under development, are also described.

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利用基于案例推理的方法,构建了一个领域相关的数据库模式设计实例库
本文介绍了基于案例的推理在设计问题中的潜力,特别是在关系数据库模式设计中的应用。所提出的系统依赖于两个案例库,包括一个领域相关的案例库(DDCB)和一个领域独立的案例库(DICB)。本文的研究重点是DDCB。确定了领域相关案例的组织形式及其设计特征。还描述了当前正在开发的用于检索相关案例、构建粗略解决方案、修复粗略解决方案和学习案例的策略。
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