Detecting influential nodes in multiplex networks is a complex task due to the presence of multiple layers. In this study, we propose a method for identifying important layers with …
X Wang, Q Yang, M Liu, X Ma - Plos one, 2021 - journals.plos.org
Identifying the influential nodes of complex networks is now seen as essential for optimizing the network structure or efficiently disseminating information through networks. Most of the …
G Maji - Journal of Computational Science, 2020 - Elsevier
In social network analysis, one of the important aspects is to identify the nodes that are vital to the information diffusion process such as viral marketing, worm propagation in a computer …
L Qiu, Y Liu, J Zhang - The Computer Journal, 2024 - academic.oup.com
Social networks have an important role in the distribution of ideas. With the rapid development of the social networks, identifying the influential nodes provides a chance to …
S Ahajjam, H Badir - Scientific reports, 2018 - nature.com
Identifying the influential spreaders in complex networks is crucial to understand who is responsible for the spreading processes and the influence maximization through networks …
Identifying the most influential spreaders in a network is very important to maximize or control the spreading in many fields such as accelerating the information diffusion …
ZW Liang, JP Li - … on Wavelet Actiev Media Technology and …, 2014 - ieeexplore.ieee.org
Identifying influential spreaders is an important and fundamental work in control information diffusion. Many methods based on centrality measures such as degree centrality, the …
Due to the fast and worldwide growth of the social network, it has become a potent platform for broadcasting any information. Through the network, people can easily reach to a mass …
In any given real-world networks, there are only a few users, who potentially spread or control the information outbreak. Identifying these set of users is vital to prevent information …