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
  • [41] A knowledge management implementation framework
    Sunassee, NN
    Sewry, DA
    7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XII, PROCEEDINGS: INFORMATION SYSTEMS, TECHNOLOGIES AND APPLICATIONS: II, 2003, : 266 - 272
  • [42] Knowledge management capability framework
    Sandhawalia, Birinder
    Dalcher, Darren
    IFIP Advances in Information and Communication Technology, 2008, 270 : 165 - 180
  • [43] Framework for integrating indigenous and scientific knowledge for disaster risk reduction
    Mercer, Jessica
    Kelman, Ilan
    Taranis, Lorin
    Suchet-Pearson, Sandie
    DISASTERS, 2010, 34 (01) : 214 - 239
  • [44] Twitter Analysis for Disaster Management
    Shah, Bhavya
    Agarwal, Varun
    Dubey, Utkarsh
    Correia, Stevina
    2018 FOURTH INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION (ICCUBEA), 2018,
  • [45] Analysis of Application of Zachman Framework For Knowledge Management Systems Success Optimization
    Sardjono, Wahyu
    Retnowardhani, Astari
    Azizah, Roro
    Maryani
    PROCEEDINGS OF 2020 INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT AND TECHNOLOGY (ICIMTECH), 2020, : 277 - 282
  • [46] Knowledge Management Systems and Disaster Management in Malaysia: An Action Research Approach
    Raman, Murali
    Kuppusamy, Mudiarasan Vasu
    Dorasamy, Magiswary
    Nair, Sumitra
    JOURNAL OF INFORMATION & KNOWLEDGE MANAGEMENT, 2014, 13 (01)
  • [47] Disaster vulnerability and flood management policy framework in the Himalayas
    Shahid Nabi Wani
    Ishfaq Hussain Malik
    Arabian Journal of Geosciences, 2023, 16 (11)
  • [48] Three-Domain Model for Disaster Management Framework
    Ha K.-M.
    Global Journal of Flexible Systems Management, 2017, 18 (4) : 321 - 329
  • [49] A Smart Disaster Management Framework For Wildfire Detection and Prediction
    Kaur, Harkiran
    Sood, Sandeep K.
    COMPUTER JOURNAL, 2020, 63 (11): : 1644 - 1657
  • [50] The application of knowledge management in disaster management: past, present and future trends
    Fauzi, Muhammad Ashraf
    Pradhan, Biswajeet
    Sapuan, Noraina Mazuin
    Kusumastuti, Ratih Dyah
    JOURNAL OF KNOWLEDGE MANAGEMENT, 2024, 28 (04) : 1141 - 1163