Combining CBR with Interactive Knowledge Acquisition, Manipulation and Reuse
Combining CBR with Interactive Knowledge Acquisition, Manipulation and Reuse
复制标题
将 CBR 与交互式知识获取、操作和重用相结合
DOI：
10.1007/3-540-48508-2_15
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发表时间：
1999
期刊：
影响因子：
--
通讯作者：
D. Wilson
中科院分区：
文献类型：
--
作者：
David B. Leake;D. Wilson
由于航空航天设计的复杂性，支持和增强航空航天设计人员能力的智能系统可能会对设计生成的速度和可靠性产生深远的影响。本文描述了一个支持设计案例交互捕获及其在新问题中的应用的框架，通过讨论其在飞机设计支持系统中的使用来说明该方法。该项目将基于案例的推理与交互式工具相结合，通过“概念图”捕捉专家设计知识。概念图工具为交互式生成和检查设计案例以及导航其层次结构提供了关键功能，而 CBR 技术则提供了促进检索和帮助设计交互式调整的功能。该项目的目标是同时开发有用的设计辅助工具，更广泛地开发实用的交互式方法来解决案例获取和表示、上下文敏感检索和案例适应等基本问题。
Because of the complexity of aerospace design, intelligent systems to support and amplify the abilities of aerospace designers have the potential for profound impact on the speed and reliability of design generation. This article describes a framework for supporting the interactive capture of design cases and their application to new problems, illustrating the approach with a discussion of its use in a support system for aircraft design. The project integrates case-based reasoning with interactive tools for capturing expert design knowledge through "concept mapping." Concept mapping tools provide crucial functions for interactively generating and examining design cases and navigating their hierarchical structure, while CBR techniques provide capabilities to facilitate retrieval and to aid interactive adaptation of designs. The project aims simultaneously to develop a useful design aid and more generally to develop practical interactive approaches to fundamental issues of case acquisition and representation, context-sensitive retrieval, and case adaptation.