Bayesian inference of Kansei knowledge by using variable precision rough sets

科研成果详情

题名	Bayesian inference of Kansei knowledge by using variable precision rough sets
作者	Shi, Fuqian1; Sun, Shouqian 2; Xu, Jiang 2
发表日期	2009-02-01
发表期刊	Journal of Computational Information Systems 影响因子和分区
语种	英语
原始文献类型	Journal article (JA)
关键词	Bayesian networks Conceptual design Decision making Expert systems Inference engines Knowledge representation Precision engineering Bayes networks Bayesian inference Bayesian rough sets Kansei Engineering Knowledge rules Likert scale New approaches Variable precision rough sets
摘要	To discover uncertain and imprecision Kansei knowledge, a new approach on Kansei knowledge acquisition by using Bayesian Rough Sets model was introduced. Firstly, the knowledge rules were described through the Bayes network based on the general mapping framework of the Kansei knowledge representation. And then, the corresponding parameters of the Kansei knowledge rules were defined by variable precision rough set and the rules' reliability was calculated subsequently. So the Kansei knowledge, which used to support the conceptual design by the Kansei knowledge representation, reasoning and decision making, was further extracted and obtained effectively. Finally, an application about the form features of the cars' front view was presented. Copyright © 2009 Binary Information Press.
出版者	Binary Information Press
ISSN	1553-9105
卷号	5 期号:1 页码:35-40
页数	34
收录类别	EI ; SCOPUS
EI入藏号	20092212098700
EI主题词	Rough set theory
URL	查看原文
SCOPUSEID	2-s2.0-65649083107
通讯作者地址	[Shi, Fuqian]Department of Computer and Information Management,Wenzhou Medical College,China
Scopus学科分类	Information Systems;Computer Science Applications
文献类型	期刊论文
条目标识符	https://kms.wmu.edu.cn/handle/3ETUA0LF/34916
专题	第一临床医学院（信息与工程学院）、附属第一医院_计算机与信息管理系
通讯作者	Shi, Fuqian
作者单位	1.Department of Computer and Information Management,Wenzhou Medical College,China; 2.College of Computer Science and Technology,Zhejiang University,China
第一作者单位	第一临床医学院（信息与工程学院）、附属第一医院_计算机与信息管理系
通讯作者单位	第一临床医学院（信息与工程学院）、附属第一医院_计算机与信息管理系
第一作者的第一单位	第一临床医学院（信息与工程学院）、附属第一医院_计算机与信息管理系
推荐引用方式 GB/T 7714	Shi, Fuqian,Sun, Shouqian,Xu, Jiang. Bayesian inference of Kansei knowledge by using variable precision rough sets[J]. Journal of Computational Information Systems,2009,5(1):35-40.
APA	Shi, Fuqian, Sun, Shouqian, & Xu, Jiang. (2009). Bayesian inference of Kansei knowledge by using variable precision rough sets. Journal of Computational Information Systems, 5(1), 35-40.
MLA	Shi, Fuqian,et al."Bayesian inference of Kansei knowledge by using variable precision rough sets".Journal of Computational Information Systems 5.1(2009):35-40.