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Introduction of Uncertainty in Complex Event Processing
Mao N(毛娜); Tan J(谭杰)
2014-12
Conference Name2014 Pacific-Asia Workshop on Computational Intelligence in Industrial Application
Source PublicationComputational Intelligence in Industrial Application
Conference Date2014-12-9
Conference PlaceSingapore
Abstract
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.
KeywordUncertainty Complex Event Processing UncertaInty In Events UncertaInty In Rules
Indexed ByEI
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/11440
Collection综合信息系统研究中心
AffiliationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Mao N,Tan J. Introduction of Uncertainty in Complex Event Processing[C],2014.
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