Intelligent Identification Algorithm of Key Nodes in Kill web Networks Based on PageRank

被引：0
|
作者：
Wang, Di [1 ]
Zhang, Mengyu [1 ]
Wu, Kun [1 ]
Xu, Chen [2 ]
Li, Junjie [1 ]
Gao, Liang [1 ]
机构：
[1] China Res & Dev Acad Machinery Equipment, Beijing, Peoples R China
[2] Chinese Acad Sci, Inst Software, Beijing, Peoples R China
来源：
2024 10TH INTERNATIONAL CONFERENCE ON BIG DATA AND INFORMATION ANALYTICS, BIGDIA 2024 | 2024年
关键词：
Kill web networks; Key Node Identification; Node Classification; PageRank;
D O I：
10.1109/BigDIA63733.2024.10808770
中图分类号：
学科分类号：
摘要：
This paper focus on algorithms for identifying key nodes in kill web networks. We classify nodes in kill web networks into three types: senor, decider, and act, each with specific attributes and functions. By analyzing the connections between nodes and their types, we establish the network structure. The PageRank algorithm is employed to rank nodes and determine their importance within the network. Experimental results demonstrate that our method effectively identifies key nodes in kill web networks, providing robust support and guidance for operational decision-making.
引用
收藏
页码：649 / 654
页数：6
相关论文
共 50 条
  • [1] Key Nodes Mining in Transport Networks Based on PageRank Algorithm
    Gao Lianxiong
    Wu Jianping
    Liu Rui
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 4413 - +
  • [2] Identification of Key Nodes in a Power Grid Based on Modified PageRank Algorithm
    Zhu, Darui
    Wang, Haifeng
    Wang, Rui
    Duan, Jiandong
    Bai, Jing
    ENERGIES, 2022, 15 (03)
  • [3] Identification Method of Key Nodes in Power System Based on Improved PageRank Algorithm
    Li C.
    Kang Z.
    Yu H.
    Li X.
    Zhao B.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2019, 34 (09): : 1952 - 1959
  • [4] Identification of Key Nodes of Acupoint-Disease Network Based on Motif PageRank Algorithm
    Zhao, Hai
    Miao, Jiu-Nan
    Liu, Xiao
    Yu, Xue-Long
    Dongbei Daxue Xuebao/Journal of Northeastern University, 2024, 45 (05): : 628 - 635
  • [5] Identification of Critical Nodes in Large Power Grid Based on PageRank Algorithm
    Li, Jun
    Jiang, Shengbo
    Xie, Peiyuan
    Pan, Feilai
    Zeng, Ciling
    Yang, Jun
    2018 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2018, : 1128 - 1134
  • [6] An algorithm for ranking the nodes of multiplex networks with data based on the PageRank concept
    Tortosa, Leandro
    Vicent, Jose F.
    Yeghikyan, Gevorg
    APPLIED MATHEMATICS AND COMPUTATION, 2021, 392
  • [7] Research on identification of key processes in machining process based on PageRank algorithm
    Qu, Dongyue
    Li, Chao
    Gu, Chaoyun
    Yao, Yuzhi
    Zhan, Yong
    ADVANCES IN MECHANICAL ENGINEERING, 2024, 16 (02)
  • [8] Google's PageRank Algorithm for Ranking Nodes in General Networks
    Berkhout, Joost
    2016 13TH INTERNATIONAL WORKSHOP ON DISCRETE EVENT SYSTEMS (WODES), 2016, : 153 - 158
  • [9] An improved PageRank algorithm based on web content
    Zhou Hao
    Pu Qiumei
    Zhang Hong
    Sha Zhihao
    14TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS FOR BUSINESS, ENGINEERING AND SCIENCE (DCABES 2015), 2015, : 284 - 287
  • [10] Identification of Key Nodes in Microblog Networks
    Lu, Jing
    Wan, Wanggen
    ETRI JOURNAL, 2016, 38 (01) : 52 - 61
12345