| 一种基于产品语意关联的设计方法 |
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| 引用本文： | 张艳河,杨颖,韦明俊,雷田. 一种基于产品语意关联的设计方法[J]. 计算机集成制造系统, 2008, 14(6) |
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| 作者姓名： | 张艳河 杨颖 韦明俊 雷田 |
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| 作者单位： | 浙江大学,计算机科学与技术学院,浙江,杭州,310027;浙江大学,理学院数学系,浙江,杭州,310027 |
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| 基金项目： | 国家高技术研究发展计划(863计划) |
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| 摘 要： | 为得到尽可能高的用户喜好度,基于产品语意关联机制,提出了一种获取产品语意和产品特征的设计方法.应用语意差异法、因子分析、聚类分析和形态分析技术,获取了常规的产品语意及产品特征,在此基础上,特别采用了回归树技术建立用户喜好度最高的产品语意关联,并用分类树技术获取所建产品语意关联相对应的产品特征.将该方法应用于太阳镜设计,其用户喜好度达到2.89,得到了用户喜好度高的设计方案,有望广泛应用于时尚类产品中.
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| 关 键 词： | 产品语意关联 分类树 回归树 产品特征 |
Design approach based on product semantics relationship |
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| ZHANG Yan-he,YANG Ying,WEI Ming-jun,LEI Tian. Design approach based on product semantics relationship[J]. Computer Integrated Manufacturing Systems, 2008, 14(6) |
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| Authors: | ZHANG Yan-he YANG Ying WEI Ming-jun LEI Tian |
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| Affiliation: | ZHANG Yan-he1,YANG Ying1 ,WEI Ming-jun2,LEI Tian1(1.School of Computer Science & Technology,Zhejiang University,Hangzhou 310027,China,2.Department of Mathematics,School of Science,China) |
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| Abstract: | To achieve a user preference value as high as possible,a design approach to obtain Product Semantics(PS) and Product Characteristics(PC) was proposed based on the Product Semantics Relationship(PSR) mechanism.Ordinary PC and PS were obtained by employing many technologies,including semantic differential method,factor analysis,cluster analysis and shape analysis.With the proposed method,regression tree technology was particularly used to achieve the user's most satisfactory PSR.This PSR-related PC was also s... |
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| Keywords: | product semantics relationship classification tree regression tree product characteristics |
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