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 …

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 …

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 …

Identifying influential spreaders in complex networks for disease spread and control

X Wei, J Zhao, S Liu, Y Wang - Scientific reports, 2022 - nature.com
Identifying influential spreaders is an important task in controlling the spread of information
and epidemic diseases in complex networks. Many recent studies have indicated that the …

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 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 …

A novel method to identify influential nodes in complex networks based on gravity centrality

Q Zhang, B Shuai, M Lü - Information Sciences, 2022 - Elsevier
Identifying influential nodes in complex networks is a significant issue in analyzing the
spreading dynamics in networks. Many existing methods focus only on local or global …

Locating influential nodes via dynamics-sensitive centrality

JG Liu, JH Lin, Q Guo, T Zhou - Scientific reports, 2016 - nature.com
With great theoretical and practical significance, locating influential nodes of complex
networks is a promising issue. In this paper, we present a dynamics-sensitive (DS) centrality …

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 …

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 …