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

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.

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Publication Details

Published
2024-10-25
DOI
https://doi.org/10.1109/bigdia63733.2024.10808770
Primary Topic
Ideological and Political Education
Type
article
Field-Weighted Citation Impact
0.00
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article

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

Kun Wu, Liang Gao, Junjie Li, Di Wang et al.
Ideological and Political Education
article

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

Kun Wu, Liang Gao, Junjie Li, Di Wang, Mengyu Zhang, Xu Chen
article en

Abstract

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.

Chinese Academy of Sciences (CN), Institute of Software (CN), China Academy Of Machinery Science & Technology (China) (CN)
Openalex Percentile: Top 66%
Ideological and Political Education
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