Disaster Management Knowledge Analysis Framework Validated

被引:4
|
作者
Inan, Dedi I. [1 ]
Beydoun, Ghassan [2 ]
Pradhan, Biswajeet [2 ,3 ,4 ,5 ]
机构
[1] Univ Papua, Dept Informat Engn, Manokwari, Indonesia
[2] Univ Technol Sydney, Ctr Adv Modelling & Geospatial Informat Syst CAMG, Sydney, NSW, Australia
[3] Sejong Univ, Dept Energy & Mineral Resources Engn, 209 Neungdong Ro, Seoul 05006, South Korea
[4] King Abdulaziz Univ, Ctr Excellence Climate Change Res, POB 80234, Jeddah 21589, Saudi Arabia
[5] Univ Kebangsaan Malaysia, Earth Observat Ctr, Inst Climate Change, Bangi 43600, Selangor, Malaysia
关键词
Disaster Management; Knowledge Analysis; Knowledge Management; Agent-Oriented Modelling; Metamodeling; DESIGN SCIENCE RESEARCH; SYSTEM;
D O I
10.1007/s10796-022-10245-w
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In Disaster Management (DM), reusing knowledge of best practices from past experiences is envisaged as the best approach for dealing with future disasters. But analysing and modelling processes involved in those experiences is a well-known challenge. But the efficient storage of those processes to allow reuse by others in future DM endeavours is even more challenging and less discussed. Without an efficient process in place, DM knowledge reuse becomes even more remote as the effort incurred gets construed as a hindrance to more pressing activities during the execution of disaster activities. Efficiency has to also be pursued without compromising the effectiveness of the knowledge analysis and reuse. It is important to ensure that knowledge remains meaningful and relevant after it is transformed. This paper presents and validates a DM knowledge analysis framework (DMKAF 2.0) that caters for efficient transformation of DM knowledge intended for reuse. The paper demonstrates that undertaking knowledge transformation and storage in the context of its use is crucial in DM for both, effectiveness and efficiency of the transformation process. Design Science Research methodology guides the research undertaken, by informing enhancements and how the framework is evaluated. A real case study of flood DM from the State Emergency Service of Victoria State Australia is successfully used to validate these enhancements.
引用
收藏
页码:2077 / 2097
页数:21
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