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http://dx.doi.org/10.5392/JKCA.2017.17.05.565

Crisis Management Analysis of Foot-and-Mouth Disease Using Multi-dimensional Data Cube  

Noh, Byeongjoon (한국과학기술원 건설 및 환경공학과)
Lee, Jonguk (고려대학교 컴퓨터융합소프트웨어학과)
Park, Daihee (고려대학교 컴퓨터융합소프트웨어학과)
Chung, Yongwha (고려대학교 컴퓨터융합소프트웨어학과)
Publication Information
The Journal of the Korea Contents Association / v.17, no.5, 2017 , pp. 565-573 More about this Journal
Abstract
The ex-post evaluation of governmental crisis management is an important issues since it is necessary to prepare for the future disasters and becomes the cornerstone of our success as well. In this paper, we propose a data cube model with data mining techniques for the analysis of governmental crisis management strategies and ripple effects of foot-and-mouth(FMD) disease using the online news articles. Based on the construction of the data cube model, a multidimensional FMD analysis is performed using on line analytical processing operations (OLAP) to assess the temporal perspectives of the spread of the disease with varying levels of abstraction. Furthermore, the proposed analysis model provides useful information that generates the causal relationship between crisis response actions and its social ripple effects of FMD outbreaks by applying association rule mining. We confirmed the feasibility and applicability of the proposed FMD analysis model by implementing and applying an analysis system to FMD outbreaks from July 2010 to December 2011 in South Korea.
Keywords
Foot-and-Mouth Disease; Crisis Management; On-line News Analysis; Data Cube; Association Rule Mining;
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Times Cited By KSCI : 4  (Citation Analysis)
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