Influential Nodes Identification in Complex Networks via Information Entropy [PDF]
Entropy, 2020 Identifying a set of influential nodes is an important topic in complex networks which plays a crucial role in many applications, such as market advertising, rumor controlling, and predicting valuable scientific publications.
Chungu Guo +5 more
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Exploring influential nodes using global and local information [PDF]
Scientific Reports, 2022 In complex networks, key nodes are important factors that directly affect network structure and functions. Therefore, accurate mining and identification of key nodes are crucial to achieving better control and a higher utilization rate of complex ...
Haifeng Hu +4 more
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Identifying Influential Nodes of Complex Networks Based on Trust-Value
Algorithms, 2020 The real world contains many kinds of complex network. Using influence nodes in complex networks can promote or inhibit the spread of information. Identifying influential nodes has become a hot topic around the world. Most of the existing algorithms used
Jinfang Sheng +4 more
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Computing Influential Nodes Using the Nearest Neighborhood Trust Value and PageRank in Complex Networks [PDF]
Entropy, 2022 Computing influential nodes gets a lot of attention from many researchers for information spreading in complex networks. It has vast applications, such as viral marketing, social leader creation, rumor control, and opinion monitoring.
Koduru Hajarathaiah +4 more
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Identifying influential nodes in complex contagion mechanism [PDF]
Frontiers in Physics, 2023 Identifying influential nodes in complex networks is one of the most important and challenging problems to help optimize the network structure, control the spread of the epidemic and accelerate the spread of information.
Jiahui Song, Gaoxia Wang, Gaoxia Wang
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Ranking influential nodes in complex networks with community structure [PDF]
PLoS ONE, 2022 Quantifying a node’s importance is decisive for developing efficient strategies to curb or accelerate any spreading phenomena. Centrality measures are well-known methods used to quantify the influence of nodes by extracting information from the network’s
Stephany Rajeh, Hocine Cherifi
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Influential nodes identification using network local structural properties [PDF]
Scientific Reports, 2022 With the rapid development of information technology, the scale of complex networks is increasing, which makes the spread of diseases and rumors harder to control.
Bin Wang +3 more
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A Novel Method to Rank Influential Nodes in Complex Networks Based on Tsallis Entropy [PDF]
Entropy, 2020 With the rapid development of social networks, it has become extremely important to evaluate the propagation capabilities of the nodes in a network. Related research has wide applications, such as in network monitoring and rumor control.
Xuegong Chen +4 more
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Identifying Influential Nodes in Complex Networks Based on Weighted Formal Concept Analysis
IEEE Access, 2017 The identification of influential nodes is essential to research regarding network attacks, information dissemination, and epidemic spreading. Thus, techniques for identifying influential nodes in complex networks have been the subject of increasing ...
Zejun Sun +5 more
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Interplay Between Hierarchy and Centrality in Complex Networks
IEEE Access, 2020 Hierarchy and centrality are two popular notions used to characterize the importance of entities in complex systems. Indeed, many complex systems exhibit a natural hierarchical structure, and centrality is a fundamental characteristic allowing to ...
Stephany Rajeh +3 more
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