Identify influential spreaders in complex networks, the role of neighborhood

Y Liu, M Tang, T Zhou, Y Do - Physica A: Statistical Mechanics and its …, 2016 - Elsevier
Identifying the most influential spreaders is an important issue in controlling the spreading
processes in complex networks. Centrality measures are used to rank node influence in a …

Role of centrality for the identification of influential spreaders in complex networks

GF De Arruda, AL Barbieri, PM Rodriguez… - Physical Review E, 2014 - APS
The identification of the most influential spreaders in networks is important to control and
understand the spreading capabilities of the system as well as to ensure an efficient …

Identifying influential nodes in complex networks

D Chen, L Lü, MS Shang, YC Zhang, T Zhou - Physica a: Statistical …, 2012 - Elsevier
Identifying influential nodes that lead to faster and wider spreading in complex networks is of
theoretical and practical significance. The degree centrality method is very simple but of little …

Identifying and ranking influential spreaders in complex networks by neighborhood coreness

J Bae, S Kim - Physica A: Statistical Mechanics and its Applications, 2014 - Elsevier
Identifying influential spreaders is an important issue in understanding the dynamics of
information diffusion in complex networks. The k-shell index, which is the topological …

Identifying all-around nodes for spreading dynamics in complex networks

B Hou, Y Yao, D Liao - Physica A: Statistical Mechanics and its Applications, 2012 - Elsevier
Identifying the most influential nodes in complex networks provides a strong basis for
understanding spreading dynamics and ensuring more efficient spread of information. Due …

Identifying influential spreaders in complex networks based on improved k-shell method

M Wang, W Li, Y Guo, X Peng, Y Li - Physica A: Statistical Mechanics and …, 2020 - Elsevier
Identifying influential spreaders in complex networks is a fundamental network project. It has
drawn great attention in recent years because of its great theoretical significance and …

Semi-global triangular centrality measure for identifying the influential spreaders from undirected complex networks

A Namtirtha, B Dutta, A Dutta - Expert Systems with Applications, 2022 - Elsevier
The influential spreaders play a significant role in maximizing or controlling any spreading
process in a network. In the literature, many methods have been proposed to identify …

A new measure of identifying influential nodes: Efficiency centrality

S Wang, Y Du, Y Deng - … in Nonlinear Science and Numerical Simulation, 2017 - Elsevier
Identifying the influential nodes in complex networks is a fundamental and practical topic at
the moment. Local metric like degree centrality measure is relatively simple and of less …

A generalized gravity model for influential spreaders identification in complex networks

H Li, Q Shang, Y Deng - Chaos, Solitons & Fractals, 2021 - Elsevier
How to identify influential spreaders in complex networks is still an open issue in network
science. Many approaches from different perspectives have been proposed to identify vital …

The random walk-based gravity model to identify influential nodes in complex networks

J Zhao, T Wen, H Jahanshahi, KH Cheong - Information Sciences, 2022 - Elsevier
The identification of influential nodes in complex networks has been a topic of immense
interest. In most cases, the local approach represented by degree centrality performs well …