scholarly journals A Novel Complex Event Processing Engine for Intelligent Data Analysis in Integrated Information Systems

2016 ◽  
Vol 12 (3) ◽  
pp. 6741401 ◽  
Author(s):  
Dong Wang ◽  
Mingquan Zhou ◽  
Sajid Ali ◽  
Pengbo Zhou ◽  
Yusong Liu ◽  
...  
Keyword(s):  
Information Systems ◽  
Data Analysis ◽  
Complex Event Processing ◽  
Event Processing ◽  
Intelligent Data Analysis ◽  
Novel Complex ◽  
Processing Engine ◽  
Integrated Information

scholarly journals An Intelligent Complex Event Processing withDNumbers under Fuzzy Environment

2016 ◽  
Vol 2016 ◽  
pp. 1-10 ◽  
Author(s):  
Fuyuan Xiao
Keyword(s):  
Complex Event Processing ◽  
Event Processing ◽  
The Novel ◽  
Human Beings ◽  
Topsis Method ◽  
Fuzzy Environment ◽  
Novel Method ◽  
Efficient Matching ◽  
Processing Engine ◽  
Support Decision Making

Efficient matching of incoming mass events to persistent queries is fundamental to complex event processing systems. Event matching based on pattern rule is an important feature of complex event processing engine. However, the intrinsic uncertainty in pattern rules which are predecided by experts increases the difficulties of effective complex event processing. It inevitably involves various types of the intrinsic uncertainty, such as imprecision, fuzziness, and incompleteness, due to the inability of human beings subjective judgment. Nevertheless,Dnumbers is a new mathematic tool to model uncertainty, since it ignores the condition that elements on the frame must be mutually exclusive. To address the above issues, an intelligent complex event processing method withDnumbers under fuzzy environment is proposed based on the Technique for Order Preferences by Similarity to an Ideal Solution (TOPSIS) method. The novel method can fully support decision making in complex event processing systems. Finally, a numerical example is provided to evaluate the efficiency of the proposed method.

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