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| semantic decision making using ontology-based soft sets | |
| Jiang Yuncheng; Liu Hai; Tang Yong; Chen Qimai | |
| 2011 | |
| Source | Mathematical and Computer Modelling
 |
| ISSN | 8957177 |
| Volume | 53Issue:5-6Pages:1140-1149 |
| English Abstract | 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. |
| Indexed Type | ei |
| Keyword | Data Description Knowledge Representation Ontology Semantics Set Theory |
| Department | (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 |
| Language | 英语 |
| WOS ID | WOS:000286458200059 |
| Citation statistics | |
| Content Type | 期刊论文 |
| URI | http://ir.iscas.ac.cn/handle/311060/14003 |
| Collection | 中国科学院软件研究所 |
| Recommended Citation 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. |
| Files in This Item: | ||||||
| File Name/Size | DocType | Version | Access | License | ||
| Semantic decision ma（278KB） | 开放获取 | -- | Application Full Text | |||
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