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[1]王晶晶,朱伟,尹心萍,等.面向危化品事故应急的知识图谱构建方法研究*[J].中国安全生产科学技术,2024,20(3):46-52.[doi:10.11731/j.issn.1673-193x.2024.03.007]
　WANG Jingjing,ZHU Wei,YIN Xinping,et al.Research on knowledge graph construction method for emergency response of hazardous chemicals accident[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2024,20(3):46-52.[doi:10.11731/j.issn.1673-193x.2024.03.007]
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面向危化品事故应急的知识图谱构建方法研究*
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
20
期数:
2024年3期
页码:
46-52
栏目:
学术论著
出版日期:
2024-03-31

文章信息/Info

Title:
Research on knowledge graph construction method for emergency response of hazardous chemicals accident
文章编号:
1673-193X(2024)-03-0046-07
作者:
王晶晶; 朱伟; 尹心萍; 孙紫涵; 翟羽佳
（1.北京市科学技术研究院，北京 100035；
2.天津师范大学 管理学院，天津 300387；
3.武汉大学 信息管理学院，湖北 武汉 430072）
Author(s):
WANG Jingjing;  ZHU Wei;  YIN Xinping;  SUN Zihan;  ZHAI Yujia
(1.Beijing Academy of Science and Technology,Beijing 100035,China;
2.School of Management,Tianjin Normal University,Tianjin 300387,China;
3.School of Information Management,Wuhan University,Wuhan Hubei 430072,China)
关键词:
危化品事故; 应急管理; 知识图谱
Keywords:
hazardous chemicals accident;  emergency management;  knowledge graph
分类号:
X937；D63
DOI:
10.11731/j.issn.1673-193x.2024.03.007
文献标志码:
A
摘要:
为将复杂的危化品应急标准知识转化为结构化、可视化的形式，提高事故应急响应速度和决策效率，基于自顶向下方法建立危化品事故应急本体模型框架，应用机器学习模型结合知识融合算法设计知识图谱数据层的构建方法，以现行的应急标准为语料进行实验验证，构建知识图谱。研究结果表明：基于本文提出的方法，可实现危化品应急标准的高水平数字化。研究结果可为突发事件应急管理知识组织提供新的视角。
Abstract:
In order to transform the complex knowledge in emergency standards of hazardous chemicals into the structured and visualized forms,so as to improve the speed of accidental emergency response and decision-making efficiency,this paper researches on the knowledge graph construction method for hazardous chemical accident and emergency response.Based on the top-down approach,the framework of emergency response ontology model for hazardous chemical accidents was established.The construction method for the data layer of knowledge graph was designed by integrating the machine learning model and knowledge fusion algorithm,and the experimental validation and construction of the knowledge graph were conducted by using the current emergency standards as the corpus. The results show that based on the method proposed in this paper,the high-level digitization of hazardous chemicals emergency standards can be realized.The research results can provide a new perspective for the emergency management knowledge organization.

参考文献/References:

［1］中华人民共和国中央人民政府.国务院关于印发“十四五”国家应急体系规划的通知［EB/OL］.(2021-12-30)［2023-04-14］.https://www.gov.cn/gongbao/content/2022/content_5675949.htm.
［2］马海涛.重特大地质灾害应急救援现场监测预警保障体系研究［J］.中国安全生产科学技术,2022,18(增刊1):5-10.MA Haitao.Study on on-site monitoring and early-warning guarantee system for emergency rescue of major geological disasters［J］.Journal of Safety Science and Technology,2022,18(Supplement 1):5-10.
［3］黄彩霞,刘年平,谢晓君.基于改进飞蛾扑火算法的应急资源调度研究［J］.中国安全生产科学技术,2022,18(6):211-216.HUANG Caixia,LIU Nianping,XIE Xiaojun.Research on emergency resource scheduling based on improved moth-flame algorithm［J］.Journal of Safety Science and Technology,2022,18(6):211-216.
［4］任爱俊,冯耕中,田军.考虑恢复依赖的基础设施网络应急恢复决策［J］.中国管理科学,2022,30(1):154-164.图2危化品事故应急标准知识图谱可视化展示(部分)Fig.2Visualization display of knowledge graph for emergency standards of hazardous chemicals accident (part)REN Aijun,FENG Gengzhong,TIAN Jun.Infrastructure network restoration decision considering restoration interdependency after emergency［J］.Chinese Journal of Management Science,2022,30(1):154-164.
［5］李纲,王施运,毛进,等.面向态势感知的国家安全事件图谱构建研究［J］.情报学报,2021,40(11):1164-1175.LI Gang,WANG Shiyun,MAO Jin,et al.Construction of national security event map and its application for situation awareness［J］.Journal of the China Society for Scientific and Technical Information,2021,40(11):1164-1175.
［6］吉玉玉.面向火灾应急管理的知识图谱自动构建技术研究［D］.太原:中北大学,2022.
［7］邱芹军,吴亮,马凯,等.面向灾害应急响应的地质灾害链知识图谱构建方法［J］.地球科学,2023,48(5):1875-1891.QIU Qinjun,WU Liang,MA Kai,et al.A knowledge graph construction method for geohazard chain for disaster emergency response［J］.Earth Science,2023,48(5):1875-1891.
［8］李迎顺,任晶,王晶晶.应急预案数字化发展方向及路径探讨［J］.中国应急管理,2022(9):20-31.
［9］范维澄,刘奕,翁文国.公共安全科技的“三角形”框架与“4+1”方法学［J］.科技导报,2009,27(6):3.FAN Weicheng,LIU Yi,WENG Wenguo.Triangular framework and “4+1” methodology for public security science and technology［J］.Science & Technology Review,2009,27(6):3.
［10］王芳,杨京,徐路路.面向火灾应急管理的本体构建研究［J］.情报学报,2020,39(9):914-925.WANG Fang,YANG Jing,XU Lulu.Ontology construction for fire emergency management［J］.Journal of the China Society for Scientific and Technical Information,2020,39(9):914-925.
［11］GMEZ-PREZ A,BENJAMINS R.Overview of knowledge sharing and reuse components:Ontologies and problem-solving methods［C］//IJCAI and the Scandinavian AI Societies.CEUR Workshop Proceedings,1999.
［12］LIU W L,YANG Y X,TU X Y,et al.ERSDMM:A standard digitalization modeling method for emergency response based on knowledge graph［J］.Sustainability,2022,14(22):14975.
［13］崔斌,高军,童咏昕,等.新型数据管理系统研究进展与趋势［J］.软件学报,2019,30(1):164-193.CUI Bin,GAO Jun,TONG Yongxin,et al.Progress and trend in novel data management system［J］.Journal of Software,2019,30(1):164-193.
［14］王明达,李云飞,张榜,等.危险货物道路运输安全管理知识图谱的构建［J］.安全与环境学报,2022,22(6):3197-3207.WANG Mingda,LI Yunfei,ZHANG Bang,et al.Study on construction of safety management knowledge graph for road transport of dangerous goods［J］.Journal of Safety and Environment,2022,22(6):3197-3207.
［15］周义棋,刘畅,龙增,等.电网应急预案知识图谱构建方法与应用［J］.中国安全生产科学技术,2023,19(1):5-13.ZHOU Yiqi,LIU Chang,LONG Zeng,et al.Construction method and application of knowledge graph in emergency plans for power grid［J］.Journal of Safety Science and Technology,2023,19(1):5-13.

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备注/Memo

备注/Memo:
收稿日期： 2023-10-30
* 基金项目： 国家重点研发计划项目(2021YFF0600400）；北京市科技新星计划项目(Z211100002121162)
作者简介： 王晶晶，博士，副研究员，主要研究方向为城市应急管理。
通信作者： 尹心萍，硕士研究生，主要研究方向为应急情报。
更新日期/Last Update: 2024-04-07