Locating influential nodes in complex networks. [PDF]
Sci Rep, 2016 AbstractUnderstanding and controlling spreading processes in networks is an important topic with many diverse applications, including information dissemination, disease propagation and viral marketing. It is of crucial importance to identify which entities act as influential spreaders that can propagate information to a large portion of the network, in
Malliaros FD, Rossi ME, Vazirgiannis M.
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Locating influential nodes via dynamics-sensitive centrality. [PDF]
Sci Rep, 2016 AbstractWith great theoretical and practical significance, locating influential nodes of complex networks is a promising issue. In this paper, we present a dynamics-sensitive (DS) centrality by integrating topological features and dynamical properties. The DS centrality can be directly applied in locating influential spreaders.
Liu JG, Lin JH, Guo Q, Zhou T.
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Prediction of influential nodes in social networks based on local communities and users’ reaction information [PDF]
Scientific ReportsIdentifying influential nodes is one of the basic issues in managing large social networks. Identifying influence nodes in social networks and other networks, including transportation, can be effective in applications such as identifying the sources of ...
Rohollah Rashidi +3 more
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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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A novel voting measure for identifying influential nodes in complex networks based on local structure [PDF]
Scientific ReportsIdentifying influential nodes in real networks is significant in studying and analyzing the structural as well as functional aspects of networks. VoteRank is a simple and effective algorithm to identify high-spreading nodes. The accuracy and monotonicity
Haoyang Li +4 more
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Identifying Influential Nodes Based on Evidence Theory in Complex Network [PDF]
EntropyInfluential node identification is an important and hot topic in the field of complex network science. Classical algorithms for identifying influential nodes are typically based on a single attribute of nodes or the simple fusion of a few attributes ...
Fu Tan +5 more
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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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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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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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New approaches for the identification of influential and critical nodes in an electric grid [PDF]
Archives of Electrical Engineering, 2022 The aftermath of including new technologies in a modern electric system in conjunction with the incessant rise in power demand could pose a risk to the optimal operation of the system. Therefore, it becomes imperative to identify the most influential and
Isaiah Adebayo, Yanxia Sun
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