Institute of Computing Technology, Chinese Academy IR
| Knowledge map model | |
| Zhuge, H; Luo, XF | |
| 2004 | |
| 发表期刊 | GRID AND COOPERATIVE COMPUTING GCC 2004, PROCEEDINGS
 |
| ISSN | 0302-9743 |
| 卷号 | 3251页码:381-388 |
| 摘要 | Knowledge representation and inference is a key issue of Knowledge Grid. This paper proposes Knowledge Map (KM) model for representing and reasoning causal knowledge as an overlay in Knowledge Grid. It extends Fuzzy Cognitive Map (FCM) to represent and infer not only cause-effect causal relations, but also time-delay causal relations, conditional probabilistic causal relations and sequential relations. Mathematical model and inference rules of KM are presented. Simulations show that KM is more powerful than FCM in emulating real world. |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS研究方向 | Computer Science |
| WOS类目 | Computer Science, Theory & Methods |
| WOS记录号 | WOS:000225161200047 |
| 出版者 | SPRINGER-VERLAG BERLIN |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://119.78.100.204/handle/2XEOYT63/13908 |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Zhuge, H |
| 作者单位 | 1.Chinese Acad Sci, Inst Comp Technol, Ley Lab Intelligent Informat Proc, Knowledge Grid Res Grp, Beijing 100080, Peoples R China 2.Hunan Univ Sci & Technol, Hunan Knowledge Grid Lab, Hunan, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhuge, H,Luo, XF. Knowledge map model[J]. GRID AND COOPERATIVE COMPUTING GCC 2004, PROCEEDINGS,2004,3251:381-388. |
| APA | Zhuge, H,&Luo, XF.(2004).Knowledge map model.GRID AND COOPERATIVE COMPUTING GCC 2004, PROCEEDINGS,3251,381-388. |
| MLA | Zhuge, H,et al."Knowledge map model".GRID AND COOPERATIVE COMPUTING GCC 2004, PROCEEDINGS 3251(2004):381-388. |
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