semantic decision making using ontology-based soft sets

ISCAS OpenIR

	semantic decision making using ontology-based soft sets
	Jiang Yuncheng; Liu Hai; Tang Yong; Chen Qimai
	2011
发表期刊	Mathematical and Computer Modelling
ISSN	8957177
卷号	53 期号:5-6 页码:1140-1149
摘要	Molodtsov initiated the concept of soft set theory, which can be used as a generic mathematical tool for dealing with uncertainty. Description Logics (DLs) are a family of knowledge representation languages which can be used to represent the terminological knowledge of an application domain in a structured and formally well-understood way. To extend the expressive power of soft sets, ontology-based soft sets are presented by using the concepts of DLs to act as the parameters of soft sets. In this paper, we investigate soft set based decision making problems more deeply. Concretely, we first point out that the traditional approaches to (fuzzy) soft set based decision making are not fit to solve decision making problems involving user queries through some motivating examples. Furthermore, we present a novel approach to semantic decision making by using ontology-based soft sets and ontology (i.e., DL) reasoning. Lastly, the implementation method of semantic decision making is also discussed. © 2010 Elsevier Ltd.
收录类别	ei
关键词	Data Description Knowledge Representation Ontology Semantics Set Theory
部门归属	(1) School of Computer Science, South China Normal University, Guangzhou 510631, China; (2) State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing 100190, China
语种	英语
WOS记录号	WOS:000286458200059
引用统计
内容类型	期刊论文
URI标识	http://ir.iscas.ac.cn/handle/311060/14003
专题	中国科学院软件研究所
推荐引用方式 GB/T 7714	Jiang Yuncheng,Liu Hai,Tang Yong,et al. semantic decision making using ontology-based soft sets[J]. Mathematical and Computer Modelling,2011,53(5-6):1140-1149.
APA	Jiang Yuncheng,Liu Hai,Tang Yong,&Chen Qimai.(2011).semantic decision making using ontology-based soft sets.Mathematical and Computer Modelling,53(5-6),1140-1149.
MLA	Jiang Yuncheng,et al."semantic decision making using ontology-based soft sets".Mathematical and Computer Modelling 53.5-6(2011):1140-1149.

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