钢焊接材料选择系统的分层混合专家系统

Yeong-Ho Ho, Cheng-Hung Chen, Chung-Ling Huang
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引用次数: 0

摘要

本文概述了基于web的专家系统——钢材焊接材料选择专家系统的开发。专家系统推理引擎采用基于案例的推理(CBR)、基于规则的推理(RBR)和k-均值聚类方法生成分层混合推荐列表进行交叉验证。此外,该推理引擎还支持分层多属性结构。与传统的“扁平”属性结构不同,这种分层的多属性结构允许专家和用户动态友好地权衡属性。
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A hierarchical hybrid expert system for steel welding materials selection system
This paper outlines the development of a web-based expert system, steel welding materials selection expert system. The expert system inference engine employs all case-based reasoning (CBR), rule-based reasoning (RBR), and k-mean clustering method to generate a hierarchical hybrid recommendation list for cross validation. Moreover, this inference engine was designed to support a hierarchical multi-attribute structure. Unlike the traditional ‘flat’ attribute structure, this hierarchical multi-attribute structure allows experts and user to weigh the attributes dynamically and friendly.
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