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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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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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 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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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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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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Influential nodes identification in complex networks: a comprehensive literature review [PDF]
Beni-Suef University Journal of Basic and Applied Sciences, 2023 Researchers have paid a lot of attention to complex networks in recent decades. Due to their rapid evolution, they turn into a major scientific and innovative field.
Khaoula Ait Rai +2 more
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A multi-attribute method for ranking influential nodes in complex networks. [PDF]
PLoS ONE, 2022 Calculating the importance of influential nodes and ranking them based on their diffusion power is one of the open issues and critical research fields in complex networks.
Adib Sheikhahmadi +3 more
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Targeted Influential Nodes Selection in Location-Aware Social Networks [PDF]
Complexity, 2018 Given a target area and a location-aware social network, the location-aware influence maximization problem aims to find a set of seed users such that the information spread from these users will reach the most users within the target area.
Susu Yang, Hui Li, Zhongyuan Jiang
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Identifying influential nodes in complex contagion mechanism
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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