DocumentCode :
3313014
Title :
Establishment of the Evaluation Index System of Emergency Plans Based on Hybrid of SOM Network and K-means Algorithm
Author :
Yang, Yongjun ; Rong, Lili
Author_Institution :
Inst. of Syst. Eng., Dalian Univ. of Technol., Dalian
Volume :
7
fYear :
2008
fDate :
18-20 Oct. 2008
Firstpage :
347
Lastpage :
351
Abstract :
This paper tries to find out a method of establishing a universal evaluation index system which is not only used to evaluate one single emergency plan, but also used to evaluate a class of emergency plans. According to the similarity of the content structures of emergency plans, statistical analysis is performed on their paragraph headings firstly, and then clustering is performed on the emergency plans using the method hybrid of SOM Network and K-means clustering algorithm, finally, we establish a universal evaluation index system for a cluster of emergency plans.
Keywords :
emergency services; pattern clustering; self-organising feature maps; statistical analysis; SOM network; emergency plans; evaluation index system; k-means algorithm; k-means clustering algorithm; paragraph headings; statistical analysis; Accidents; Clustering algorithms; Computer networks; Disaster management; Earthquakes; Electronic mail; Frequency; Performance evaluation; Statistical analysis; Systems engineering and theory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
Type :
conf
DOI :
10.1109/ICNC.2008.454
Filename :
4667998
Link To Document :
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