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semantic decision making using ontology-based soft sets
文献类型：期刊论文
| 作者 | Jiang Yuncheng ; Liu Hai ; Tang Yong ; Chen Qimai |
| 刊名 | Mathematical and Computer Modelling
 |
| 出版日期 | 2011 |
| 卷号 | 53期号:5-6页码:1140-1149 |
| 关键词 | Data description Knowledge representation Ontology Semantics Set theory |
| ISSN号 | 8957177 |
| 英文摘要 | 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 |
| 语种 | 英语 |
| WOS记录号 | WOS:000286458200059 |
| 公开日期 | 2011-10-10 |
| 源URL | [http://124.16.136.157/handle/311060/14003]  |
| 专题 | 软件研究所_软件所图书馆_期刊论文 |
| 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. |
入库方式： OAI收割
来源：软件研究所
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