Knowledge Map: Mathematical Model and Dynamic Behaviors
文献类型：期刊论文
| 作者 | Xiang-Feng Luo; Hai Zhuge |
| 刊名 | Journal of Computer Science and Technology
 |
| 出版日期 | 2005 |
| 卷号 | 20期号:3页码:289-295 |
| 关键词 | Knowledge Representation Causal Relation Fuzzy Cognitive Maps Knowledge Grid Memory Consistency False Sharing Single-writer Multiple-writer Multiple Protocols Migration Replication |
| 英文摘要 | Knowledge representation and reasoning is a key issue of the Knowledge Grid. This paper proposes a Knowledge Map (KM) model for representing and reasoning causal knowledge as an overlay in the Knowledge Grid. It extends Fuzzy Cognitive Maps (FCMs) to represent andreason not only simple cause-effect relations, but also time-delaycausal relations, conditional probabilistic causal relations andsequential relations. The mathematical model and dynamic behaviors ofKM are presented. Experiments show that, under certain conditions, thedynamic behaviors of KM can translate between different states. Knowingthis condition, experts can control or modify the constructed KM whileits dynamic behaviors do not accord with their expectation. Simulationsand applications show that KM is more powerful and natural than FCM inemulating real world. |
| 语种 | 英语 |
| 公开日期 | 2010-11-03 |
| 源URL | [http://ictir.ict.ac.cn/handle/311040/829]  |
| 专题 | 中国科学院计算技术研究所期刊论文_2005年英文 |
| 推荐引用方式 GB/T 7714 | Xiang-Feng Luo,Hai Zhuge. Knowledge Map: Mathematical Model and Dynamic Behaviors[J]. Journal of Computer Science and Technology,2005,20(3):289-295. |
| APA | Xiang-Feng Luo,&Hai Zhuge.(2005).Knowledge Map: Mathematical Model and Dynamic Behaviors.Journal of Computer Science and Technology,20(3),289-295. |
| MLA | Xiang-Feng Luo,et al."Knowledge Map: Mathematical Model and Dynamic Behaviors".Journal of Computer Science and Technology 20.3(2005):289-295. |
入库方式： OAI收割
来源：计算技术研究所
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