Identifying influential spreaders in complex networks based on gravity formula

L Ma, C Ma, HF Zhang, BH Wang - Physica A: Statistical Mechanics and its …, 2016 - Elsevier
How to identify the influential spreaders in social networks is crucial for
accelerating/hindering information diffusion, increasing product exposure, controlling …

A novel weight neighborhood centrality algorithm for identifying influential spreaders in complex networks

J Wang, X Hou, K Li, Y Ding - Physica A: Statistical Mechanics and its …, 2017 - Elsevier
Identifying the most influential spreaders in complex networks is crucial for optimally using
the network structure and designing efficient strategies to accelerate information …

A novel measure of identifying influential nodes in complex networks

Z Lv, N Zhao, F Xiong, N Chen - Physica A: Statistical Mechanics and Its …, 2019 - Elsevier
Research about ranking nodes according to their spreading ability in complex networks is a
fundamental and essential issue. As one of the vital centrality measures, the degree …

Identifying influential spreaders in complex networks based on entropy weight method and gravity law

XL Yan, YP Cui, SJ Ni - Chinese physics B, 2020 - iopscience.iop.org
In complex networks, identifying influential spreader is of great significance for improving the
reliability of networks and ensuring the safe and effective operation of networks. Nowadays …

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 …

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 …

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 influential spreaders by gravity model considering multi-characteristics of nodes

Z Li, X Huang - Scientific Reports, 2022 - nature.com
How to identify influential spreaders in complex networks is a topic of general interest in the
field of network science. Therefore, it wins an increasing attention and many influential …

Identifying influential spreaders by gravity model

Z Li, T Ren, X Ma, S Liu, Y Zhang, T Zhou - Scientific reports, 2019 - nature.com
Identifying influential spreaders in complex networks is crucial in understanding, controlling
and accelerating spreading processes for diseases, information, innovations, behaviors, and …

Identification of influential spreaders based on classified neighbors in real-world complex networks

C Li, L Wang, S Sun, C Xia - Applied Mathematics and Computation, 2018 - Elsevier
Identifying the influential spreaders in complex network is a very important topic, which is
conducive to deeply understanding the role of nodes in the information diffusion and …