Robustness Evaluation of the Open Source Product Community Network Considering Different Influential Nodes [PDF]
Entropy, 2022 With the rapid development of Internet technology, the innovative value and importance of the open source product community (OSPC) is becoming increasingly significant.
Hongli Zhou, Siqing You, Mingxuan Yang
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Ranking Influential Nodes in Complex Networks with Information Entropy Method
Complexity, 2020 The ranking of influential nodes in networks is of great significance. Influential nodes play an enormous role during the evolution process of information dissemination, viral marketing, and public opinion control.
Nan Zhao, Jingjing Bao, Nan Chen
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Measurement of influential nodes in networks based on community structure information entropy [PDF]
Scientific ReportsIdentifying influential nodes in complex networks is critical for regulating information dissemination and mitigating disasters induced by misinformation, yet current methods for detecting such nodes typically rely exclusively on local topological ...
Xiaohua Wang, Qing Yang, Yutao Zhu
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Identifying influential nodes through hierarchical k-shell and extended neighborhood integration [PDF]
Scientific ReportsThe identification of influential nodes has extensive applications in complex network research. To address the challenge of balancing accuracy and computational efficiency in existing methods, this paper proposes an algorithm named HKEN that integrates ...
Feifei Wang +5 more
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Influential nodes identification for complex networks based on multi-feature fusion [PDF]
Scientific Reportsdentifying critical nodes in complex networks presents a significant challenge that has garnered extensive research attention. Previous studies often overlook the importance of spatial information, thereby limiting the accurate identification of key ...
Shaobao Li +3 more
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Isolating Coefficient-Based Framework to Recognize Influential Nodes in Complex Networks [PDF]
IEEE AccessIdentifying influential nodes within complex networks holds significant importance for enhancing network resilience and understanding vulnerabilities, thereby providing insights for both theoretical exploration and practical applications.
Buran Basha Mohammad +3 more
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A bio-inspired methodology of identifying influential nodes in complex networks. [PDF]
PLoS ONE, 2013 How to identify influential nodes is a key issue in complex networks. The degree centrality is simple, but is incapable to reflect the global characteristics of networks.
Cai Gao +3 more
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Identifying the Top-
IEEE Access, 2022 Identifying the influential and spreader nodes in complex networks solves many types of complex scientific problems. In social networks, identifying the influential individuals can be useful for structuring techniques that accelerate or hinder ...
Kamal Taha
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Identifying influential nodes for smart enterprises using community structure with Integrated Feature Ranking [PDF]
, 2023 Finding influential nodes reshuffles the very notion of linear paths in business processes and replaces it with networks of business value within a smart enterprise system. There are many existing algorithms for identifying influential nodes with certain
Akshi Kumar (23880195) +2 more
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A Machine Learning Based Framework for Identifying Influential Nodes in Complex Networks
IEEE Access, 2020 In complex networks, identifying influential nodes is of great importance for its wide applications. Traditional centrality methods are usually directly based on topological structures of networks, and different centrality methods consider different ...
Gouheng Zhao +4 more
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