Introduction of Uncertainty in Complex Event Processing | |
Mao N(毛娜); Tan J(谭杰) | |
2014-12 | |
会议日期 | 2014-12-9 |
会议地点 | Singapore |
关键词 | Uncertainty Complex Event Processing UncertaInty In Events UncertaInty In Rules |
英文摘要 |
In recent years, sensor-kind network devices have been deployed in many applications,
which can generate a lot of raw data continually. However, the raw data is of high level of uncertainty because of the inherent unreliability of sensor readings. Meanwhile, the rules used to model the real world are simplified so that they do not capture the complexity of application scenarios and introduce the uncertainty. Consequently it is of great value to model uncertainty in complex event processing. In this paper, we survey the uncertainty in CEP to help researchers in understanding different approaches and mechanisms discussed so far, according to the classification of uncertainty for CEP from uncertainty in events to in rules. In particular, we propose a general framework to deal with uncertainty in complex event processing and look into the future about the research work. |
会议录 | Computational Intelligence in Industrial Application |
内容类型 | 会议论文 |
源URL | [http://ir.ia.ac.cn/handle/173211/11440] |
专题 | 自动化研究所_综合信息系统研究中心 |
作者单位 | Institute of Automation, Chinese Academy of Sciences |
推荐引用方式 GB/T 7714 | Mao N,Tan J. Introduction of Uncertainty in Complex Event Processing[C]. 见:. Singapore. 2014-12-9. |
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