Epidemic processes in complex networks

R Pastor-Satorras, C Castellano, P Van Mieghem… - Reviews of modern …, 2015 - APS
In recent years the research community has accumulated overwhelming evidence for the
emergence of complex and heterogeneous connectivity patterns in a wide range of …

Complex networks: Structure and dynamics

S Boccaletti, V Latora, Y Moreno, M Chavez… - Physics reports, 2006 - Elsevier
Coupled biological and chemical systems, neural networks, social interacting species, the
Internet and the World Wide Web, are only a few examples of systems composed by a large …

Statistical physics of social dynamics

C Castellano, S Fortunato, V Loreto - Reviews of modern physics, 2009 - APS
Statistical physics has proven to be a fruitful framework to describe phenomena outside the
realm of traditional physics. Recent years have witnessed an attempt by physicists to study …

Spatial networks

M Barthélemy - Physics reports, 2011 - Elsevier
Complex systems are very often organized under the form of networks where nodes and
edges are embedded in space. Transportation and mobility networks, Internet, mobile phone …

[BOOK][B] Dynamical processes on complex networks

A Barrat, M Barthelemy, A Vespignani - 2008 - books.google.com
The availability of large data sets has allowed researchers to uncover complex properties
such as large-scale fluctuations and heterogeneities in many networks, leading to the …

Dynamics of rumor spreading in complex networks

Y Moreno, M Nekovee, AF Pacheco - … E—Statistical, Nonlinear, and Soft Matter …, 2004 - APS
We derive the mean-field equations characterizing the dynamics of a rumor process that
takes place on top of complex heterogeneous networks. These equations are solved …

Theory of rumour spreading in complex social networks

M Nekovee, Y Moreno, G Bianconi, M Marsili - Physica A: Statistical …, 2007 - Elsevier
We introduce a general stochastic model for the spread of rumours, and derive mean-field
equations that describe the dynamics of the model on complex social networks (in particular …

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 …

Coevolution spreading in complex networks

W Wang, QH Liu, J Liang, Y Hu, T Zhou - Physics Reports, 2019 - Elsevier
The propagations of diseases, behaviors and information in real systems are rarely
independent of each other, but they are coevolving with strong interactions. To uncover the …

SIHR rumor spreading model in social networks

L Zhao, J Wang, Y Chen, Q Wang, J Cheng… - Physica A: Statistical …, 2012 - Elsevier
There are significant differences between rumor spreading and epidemic spreading in social
networks, especially with consideration of the mutual effect of forgetting and remembering …