Complex Network Construction Method to Extract the Nature Disaster Chain Based on Data Mining

被引:0
作者
Zheng, Liang [1 ]
Wang, Fei [1 ]
Zheng, Xiaocui [1 ]
机构
[1] Tsinghua Univ, Inst Safety Sci & Technol Shenzhen, Shenzhen, Guangdong, Peoples R China
来源
PROCEEDINGS OF 2017 IEEE 7TH INTERNATIONAL CONFERENCE ON ELECTRONICS INFORMATION AND EMERGENCY COMMUNICATION (ICEIEC) | 2017年
关键词
disaster chain; co-occurrence analysis; data mining; Complex Network;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Natural disasters frequently occur all over the world in recent years, and the disaster research is called for concern. The current research shows that a disaster often causes different kinds of other secondary disasters, therefore the related aspects about disaster chain is needed to be intensively investigate. This paper firstly introduces the state of art of disaster chain and then adapts the complex network model to construct nature disaster network. To solve the problem of lack of disaster cases, a large number of disaster literature are explored with the defined data mining tool to find the relationship among disasters, and cooccurrence analysis is employed to build disaster network. Based on that, the approach to extract a proper disaster chain is proposed, and a typhoon case is selected. The given methodology, is greatly helpful for disaster mitigation and prevention.
引用
收藏
页码:25 / 28
页数:4
相关论文
共 50 条
  • [41] Electronic commerce information personalised recommendation method based on social network data mining
    Wen P.
    Ding D.
    International Journal of Networking and Virtual Organisations, 2023, 29 (3-4) : 299 - 311
  • [42] Network awareness of security situation information security measurement method based on data mining
    Wang, Jia
    Zhang, Ke
    Li, Jingyuan
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2024, 46 (01) : 209 - 219
  • [43] Frequent jump pattern mining based on complex network
    Wang, Lei
    Jiang, Liya
    Dong, Jun
    Huang, Guoyan
    Ren, Jiadong
    Journal of Computational Information Systems, 2015, 11 (17): : 6451 - 6458
  • [44] The Security Analysis of Supply Chain Network Based on the Complex Network
    Fu, Peihua
    Liu, Yanchu
    SMART MATERIALS AND INTELLIGENT SYSTEMS, PTS 1 AND 2, 2011, 143-144 : 1218 - 1222
  • [45] The intrusion data mining method for distributed network based on fuzzy kernel clustering algorithm
    Li, Linlin
    INTERNATIONAL JOURNAL OF AUTONOMOUS AND ADAPTIVE COMMUNICATIONS SYSTEMS, 2022, 15 (01) : 32 - 45
  • [46] Network Environment Design of Computer Personality Psychology Based on the Personalized Data Mining Method
    Zhong, Zhibing
    Yang, Jurong
    Xiao, Xiaofei
    PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ELECTRONIC TECHNOLOGY, 2015, 6 : 230 - 234
  • [47] An alarm data mining method for operation and maintenance support network based on stream computing
    Huang, Liyu
    Liu, Chang
    Zheng, Yin
    Zhao, Hailin
    INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, 2022, 27 (1-3) : 13 - 26
  • [48] Preliminary construction of a regulatory network of miRNAs in the pathogenesis of nucleus pulposus degeneration - a review based on data mining
    Guo, Yingjun
    Wang, Xiaofei
    Liu, Hao
    Wang, Beiyu
    Meng, Yang
    Ding, Chen
    AMERICAN JOURNAL OF TRANSLATIONAL RESEARCH, 2021, 13 (09): : 9919 - 9931
  • [49] Key Nodes Mining Algorithm Based on Complex Network
    Deng Ye
    Wu Jun
    Tan Yue-Jin
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (ICCSE 2016), 2016, 68 : 54 - 61
  • [50] Estimation and improvement of disaster spreading models based on complex network
    Ouyang Min
    Fei Qi
    Yu Ming-Hui
    ACTA PHYSICA SINICA, 2008, 57 (11) : 6763 - 6770