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An unstructured information management system (UIMS) for emergency management

机译:用于应急管理的非结构化信息管理系统(UIMS)

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摘要

Emergency management has drawn the attention of governments worldwide. It is an emerging realm for governments and organizations to respond to sudden catastrophic events rapidly and effectively during a crisis, e.g. social unrest, natural disaster, unforeseen event, and so on. There is a lot of information and knowledge involved in emergency management. The key question is how to search for the appropriate information and knowledge quickly and accurately from the massive information and knowledge based on the nature, characteristics, status and situations of the unexpected emergency in order to support the intelligent decision-making process in handling emergencies. In this paper, an unstructured information management system (UIMS) is presented for emergency management. A concept relationship model (CRM) and a dynamic knowledge flow model (DKFM) of the emergency incidence have been built to organize and represent emergency knowledge. The models can support decision-makers to have better understanding of the dependence and degree of correlation between different concepts about the emergency in order to make the appropriate decisions. The system is trial implemented in a city emergency management system and its performance is evaluated and discussed.
机译:应急管理引起了世界各国政府的关注。对于政府和组织来说,在危机期间快速有效地应对突如其来的灾难性事件是一个新兴领域。社会动荡,自然灾害,突发事件等。应急管理涉及很多信息和知识。关键问题是如何根据突发事件的性质,特征,状态和情况,从海量信息和知识中快速,准确地寻找合适的信息和知识,以支持处理突发事件的智能决策过程。本文提出了一种用于应急管理的非结构化信息管理系统(UIMS)。建立了突发事件的概念关系模型(CRM)和动态知识流模型(DKFM),以组织和表示突发事件知识。该模型可以支持决策者更好地了解有关紧急情况的不同概念之间的依赖性和相关程度,以便做出适当的决策。该系统已在城市应急管理系统中试用,并对其性能进行了评估和讨论。

著录项

  • 来源
    《Expert Systems with Application》 |2012年第17期|p.12743-12758|共16页
  • 作者单位

    Knowledge Management Research Centre, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Horn, Kowloon, Hong Kong;

    Knowledge Management Research Centre, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Horn, Kowloon, Hong Kong;

    Knowledge Management Research Centre, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Horn, Kowloon, Hong Kong;

    Knowledge Management Research Centre, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Horn, Kowloon, Hong Kong;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    unstructured information management; knowledge-based system; knowledge elicitation; knowledge management; multi-faceted navigation; emergency management;

    机译:非结构化信息管理;基于知识的系统;知识启发;知识管理;多方位导航;应急管理;
  • 入库时间 2022-08-17 13:32:07

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