ANALYSIS OF THE SUBJECT AREA OF CRISIS MANAGEMENT ON RECEIVING A SIGNAL ABOUT AN EMERGENCY

S. Kadiev, R. Khabibullin
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Abstract

Purpose. The article analyzes crisis management subject area on receiving a signal about an emergency in crisis management center (CMC). Statistical data on emergencies for the period 2016-2020 have been provided. A review and analysis of Russian and foreign research works in the field of development and application of information technology during disaster response stage have been carried out. Based on the results of the analysis, the task to formalize a disaster response stage by crisis management, develop the model of emergency classification using machine learning methods has been set. The functional model of the subject area “Crisis Management Center performance on receiving a signal about an emergency” has been presented. The main stages of ontology creation of the considered subject area have been formed, instances of the ontological model have been decomposed and identified, a set of properties-relations of the components has been defined, a flow chart of the model has been presented. Methods. To formalize the disaster response process by crisis management the authors of the article have used the method of functional simulation.In order to compile the semantics of the subject area three main methods of ontology building have been defined: frame method, production rule method, semantic networks. Findings. To formalize the process of making management decisions by crisis managers the functional model according to the IDEF0 standard has been developed. The composition order of ontological model “Crisis Management Center performance on receiving a signal about an emergency” has been determined, the main components and properties- relations have been identified. Research application field. The obtained results will make it possible to formalize the considered process of making decisions by crisis managers, identify patterns and define areas requiring development in disaster response management support system. Conclusions. In the course of further work, it is planned to compile an emergency database, develop the emergency classification model in order to improve emergency management when responding to man-made disasters.
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接收紧急情况信号的危机管理主题领域分析
目的。本文分析了危机管理中心接收突发事件信号的危机管理主体范围。提供了2016-2020年期间突发事件的统计数据。对俄罗斯和国外在灾害反应阶段信息技术发展和应用领域的研究工作进行了回顾和分析。根据分析结果,设定了通过危机管理形式化灾害响应阶段的任务,并使用机器学习方法开发紧急情况分类模型。提出了主题领域“危机管理中心在接收紧急事件信号时的性能”的功能模型。形成了所考虑的主题领域本体创建的主要阶段,对本体模型的实例进行了分解和识别,定义了一组组件的属性关系,并给出了模型流程图。方法。为了通过危机管理形式化灾害响应过程,本文作者采用了功能模拟的方法。为了编写学科领域的语义,定义了三种主要的本体构建方法:框架法、生成规则法和语义网络。发现。为了使危机管理者做出管理决策的过程形式化,根据IDEF0标准开发了功能模型。确定了本体论模型“危机管理中心接到突发事件信号后的绩效”的构成顺序,确定了本体论模型的主要组成部分和属性关系。研究应用领域。所取得的成果将使危机管理人员所考虑的决策过程正式化,确定模式并确定需要发展灾害反应管理支助系统的领域。结论。在进一步的工作中,计划编制应急数据库,制定应急分类模型,以便在应对人为灾害时改进应急管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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