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
相关论文
共 50 条
  • [1] Disaster Management Knowledge Analysis Framework Validated
    Dedi I. Inan
    Ghassan Beydoun
    Biswajeet Pradhan
    Information Systems Frontiers, 2022, 24 : 2077 - 2097
  • [2] Agent-Based Knowledge Analysis Framework in Disaster Management
    Inan, Dedi Iskandar
    Beydoun, Ghassan
    Opper, Simon
    INFORMATION SYSTEMS FRONTIERS, 2018, 20 (04) : 783 - 802
  • [3] Agent-Based Knowledge Analysis Framework in Disaster Management
    Dedi Iskandar Inan
    Ghassan Beydoun
    Simon Opper
    Information Systems Frontiers, 2018, 20 : 783 - 802
  • [4] Towards a Knowledge Management Framework for Disaster Management in Malaysia
    Mohd Rodzi, Mohd Zuhaili
    Zakaria, Nor Hidayati
    Ahmad, Mohammad Nazir
    Yahya, Hasniza
    NEW TRENDS IN SOFTWARE METHODOLOGIES, TOOLS AND TECHNIQUES, 2014, 265 : 417 - 431
  • [5] Knowledge Management for Disaster Response: A Proposed Framework
    Dorasamy, Magiswary
    Jennex, Murray E.
    Raman, Murali
    Kaliannan, Maniam
    KMICE 2008 - KNOWLEDGE MANAGEMENT INTERNATIONAL CONFERENCE, 2008 - TRANSFERRING, MANAGING AND MAINTAINING KNOWLEDGE FOR NATION CAPACITY DEVELOPMENT, 2008, : 257 - 263
  • [6] Knowledge as a Service Framework for Disaster Data Management
    Grolinger, Katarina
    Capretz, Miriam A. M.
    Mezghani, Emna
    Exposito, Ernesto
    2013 IEEE 22ND INTERNATIONAL WORKSHOP ON ENABLING TECHNOLOGIES: INFRASTRUCTURE FOR COLLABORATIVE ENTERPRISES (WETICE), 2013, : 313 - 318
  • [7] A Disaster Management Metamodel (DMM) Validated
    Othman, Siti Hajar
    Beydoun, Ghassan
    KNOWLEDGE MANAGEMENT AND ACQUISITION FOR SMART SYSTEMS AND SERVICES, 2010, 6232 : 111 - 125
  • [8] A Knowledge Management Framework for the Support of Decision Making in Humanitarian Assistance/Disaster Relief
    Dongsong Zhang
    Lina Zhou
    Jay F. Nunamaker Jr
    Knowledge and Information Systems, 2002, 4 (3) : 370 - 385
  • [9] Disaster Knowledge Management Analysis Framework Utilizing Agent-Based Models: Design Science Research Approach
    Inan, Dedi Iskandar
    Beydoun, Ghassan
    4TH INFORMATION SYSTEMS INTERNATIONAL CONFERENCE (ISICO 2017), 2017, 124 : 116 - 124
  • [10] A Knowledge Management Framework for Vehicle Hazard Analysis
    Liu, Xinfeng
    Zheng, Ronghui
    Wang, Hongwei
    Butala, Mark D.
    Liu, Deng
    Ren, Xianan
    Hu, Simon
    2021 IEEE INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING (ICEBE 2021), 2021, : 165 - 169