2015.07.30 17:10
author | Sumin Han |
---|---|
2nd author | |
info | 한국방재학회지 |
year | 2014 |
c | DJ |
저널/학회 | 한국방재학회지 |
group | |
keyword | Riverside Structure, Emergency Response, Resource Classification, Clustering Analysis, PCA |
abstract | In South Korea, the damage caused by typhoons and downpour has the biggest proportions in total damage. Moreover, their damages are biased to riverside structures. To deal with the disasters like typhoons, disaster response system that takes charge of preparation, emergency response, and recovery attracts public attention. This study is concerned about the emergency response resource management. This study suggests the advanced classification algorithm, which classify disaster response resources along their attributes in dynamic situation. Classification result from suggested algorithm may support decision processes under dynamic emergency. In this study, we arrange the information of response resources and use PCA and Clustering analysis to classify the resources. After that, we execute the simulation study with randomly generated dataset to examine the performance of suggested algorithm. |