Dynamics of information diffusion and its applications on complex networks

ZK Zhang, C Liu, XX Zhan, X Lu, CX Zhang, YC Zhang - Physics Reports, 2016 - Elsevier
The ongoing rapid expansion of the Word Wide Web (WWW) greatly increases the
information of effective transmission from heterogeneous individuals to various systems …

Evolutionary dynamics of information diffusion over social networks

C Jiang, Y Chen, KJR Liu - IEEE transactions on signal …, 2014 - ieeexplore.ieee.org
Current social networks are of extremely large-scale generating tremendous information
flows at every moment. How information diffuses over social networks has attracted much …

Graphical evolutionary game for information diffusion over social networks

C Jiang, Y Chen, KJR Liu - IEEE Journal of Selected Topics in …, 2014 - ieeexplore.ieee.org
Social networks have become ubiquitous in our daily life, as such they have attracted great
research interests recently. A key challenge is that it is of extremely large-scale with …

[图书][B] Diffusion in social networks

In recent years, research on diffusion process in social networks has grown in a variety of
fields including computer science, physics, and biology. However, often times research in …

How events determine spreading patterns: information transmission via internal and external influences on social networks

C Liu, XX Zhan, ZK Zhang, GQ Sun… - New Journal of …, 2015 - iopscience.iop.org
Recently, information transmission models motivated by the classical epidemic propagation,
have been applied to a wide-range of social systems, generally assume that information …

Weak ties: Subtle role of information diffusion in online social networks

J Zhao, J Wu, K Xu - Physical Review E—Statistical, Nonlinear, and Soft …, 2010 - APS
As a social media, online social networks play a vital role in the social information diffusion.
However, due to its unique complexity, the mechanism of the diffusion in online social …

On studying the impact of uncertainty on behavior diffusion in social networks

Y Wang, AV Vasilakos, J Ma… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Unlike traditional epidemic virus spreading, behavior diffusion in social networks is
conducted by rational users, who would make strategic choices instead of being randomly …

Using selection bias to explain the observed structure of internet diffusions

B Golub, MO Jackson - Proceedings of the National …, 2010 - National Acad Sciences
Recently, large datasets stored on the Internet have enabled the analysis of processes, such
as large-scale diffusions of information, at new levels of detail. In a recent study, Liben …

Realistic modelling of information spread using peer-to-peer diffusion patterns

B Zhou, S Pei, L Muchnik, X Meng, X Xu… - Nature Human …, 2020 - nature.com
In computational social science, epidemic-inspired spread models have been widely used to
simulate information diffusion. However, recent empirical studies suggest that simple …

Diffusion in social networks: A multiagent perspective

Y Jiang, JC Jiang - IEEE Transactions on Systems, Man, and …, 2014 - ieeexplore.ieee.org
In recent years, significant attention has been paid to diffusion in social networks (SNs),
which is, factually, the collective behavior of a set of autonomous social actors for interacting …