Identifying influential nodes based on new layer metrics and layer weighting in multiplex networks

A Bouyer, M Mohammadi, B Arasteh - Knowledge and Information Systems, 2024 - Springer
Identifying influential nodes in multiplex complex networks have a critical importance to
implement in viral marketing and other real-world information diffusion applications …

Identifying top influential spreaders based on the influence weight of layers in multiplex networks

X Zhou, A Bouyer, M Maleki, M Mohammadi… - Chaos, Solitons & …, 2023 - Elsevier
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 …

Comprehensive influence of topological location and neighbor information on identifying influential nodes in complex networks

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 …

Influential spreaders identification in complex networks with potential edge weight based k-shell degree neighborhood method

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 …

A New Method for Identifying Influential Spreaders in Complex Networks

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 …

Identification of influential spreaders in complex networks using HybridRank algorithm

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 …

Weighted kshell degree neighborhood method: An approach independent of completeness of global network structure for identifying the influential spreaders

A Namtirtha, A Dutta, B Dutta - 2018 10th International …, 2018 - ieeexplore.ieee.org
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 …

Identifying and ranking influential spreaders in complex networks

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 …

Weighted kshell degree neighborhood: A new method for identifying the influential spreaders from a variety of complex network connectivity structures

A Namtirtha, A Dutta, B Dutta - Expert Systems with Applications, 2020 - Elsevier
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 …

Identifying influential spreaders in complex networks based on weighted mixed degree decomposition method

S Raamakirtinan, LM Jenila Livingston - Wireless Personal …, 2022 - Springer
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 …