probabilistic multi-context systems
文献类型：会议论文
| 作者 | Sotomayor Marco ; Wang Kewen ; Shen Yidong ; Thornton John |
| 出版日期 | 2012 |
| 会议名称 | Joint International Semantic Technology Conference, JIST 2011 |
| 会议日期 | December 4, 2011 - December 7, 2011 |
| 会议地点 | Hangzhou, China |
| 关键词 | Artificial intelligence |
| 页码 | 366-375 |
| 中文摘要 | The concept of contexts is widely used in artificial intelligence. Several recent attempts have been made to formalize multi-context systems (MCS) for ontology applications. However, these approaches are unable to handle probabilistic knowledge. This paper introduces a formal framework for representing and reasoning about uncertainty in multi-context systems (called p-MCS). Some important properties of p-MCS are presented and an algorithm for computing the semantics is developed. Examples are also used to demonstrate the suitability of p-MCS. © 2012 Springer-Verlag. |
| 英文摘要 | The concept of contexts is widely used in artificial intelligence. Several recent attempts have been made to formalize multi-context systems (MCS) for ontology applications. However, these approaches are unable to handle probabilistic knowledge. This paper introduces a formal framework for representing and reasoning about uncertainty in multi-context systems (called p-MCS). Some important properties of p-MCS are presented and an algorithm for computing the semantics is developed. Examples are also used to demonstrate the suitability of p-MCS. © 2012 Springer-Verlag. |
| 收录类别 | EI |
| 会议录 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
 |
| 语种 | 英语 |
| ISSN号 | 0302-9743 |
| ISBN号 | 9783642299223 |
| 源URL | [http://ir.iscas.ac.cn/handle/311060/15701]  |
| 专题 | 软件研究所_软件所图书馆_会议论文 |
| 推荐引用方式 GB/T 7714 | Sotomayor Marco,Wang Kewen,Shen Yidong,et al. probabilistic multi-context systems[C]. 见:Joint International Semantic Technology Conference, JIST 2011. Hangzhou, China. December 4, 2011 - December 7, 2011. |
入库方式： OAI收割
来源：软件研究所
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