案例推理在新产品开发决策支持中的应用

Roxana Belecheanu, K. Pawar, R. Barson, B. Bredehorst, F. Weber
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引用次数: 55

摘要

本文描述了在并行工程环境下,基于案例的推理(CBR)在新产品开发项目早期阶段为设计经理和工程师提供决策支持的应用。本文讨论了使用CBR的基本原理,与传统的基于知识的系统相比,强调了它对定义不明确、非结构化问题的适用性。提出了总体研究方法,强调了案例收集、案例库维护和用户培训的重要性,并讨论了有效使用该系统的先决条件。最后,讨论了用户公司认为的CBR系统的收益和成本。强调了该方法的实验性质,并表明该系统设计和使用的工业环境对其能力有很大影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The application of case based reasoning to decision support in new product development
This paper describes the application of case based reasoning (CBR) to decision support for design managers and engineers during the early phases of new product development projects, in a concurrent engineering environment. The paper discusses the rationale of using CBR, emphasising its suitability for ill‐defined, unstructured problems, in comparison with traditional knowledge‐based systems. The overall research approach is presented, the importance of case collection, case base maintenance and user training is highlighted and the pre‐requisites for effective use of the system are discussed. Finally, the benefits and costs of the CBR system, as perceived by the user companies, are discussed. The experimental nature of the approach is emphasised and it is shown that the industrial environment for which the system is designed and in which it is used has great bearing on its capability.
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