Percolation on complex networks: Theory and application

M Li, RR Liu, L Lü, MB Hu, S Xu, YC Zhang - Physics Reports, 2021 - Elsevier
In the last two decades, network science has blossomed and influenced various fields, such
as statistical physics, computer science, biology and sociology, from the perspective of the …

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 …

Influence of fake news in Twitter during the 2016 US presidential election

A Bovet, HA Makse - Nature communications, 2019 - nature.com
The dynamics and influence of fake news on Twitter during the 2016 US presidential
election remains to be clarified. Here, we use a dataset of 171 million tweets in the five …

Measurability of the epidemic reproduction number in data-driven contact networks

QH Liu, M Ajelli, A Aleta, S Merler… - Proceedings of the …, 2018 - National Acad Sciences
The basic reproduction number is one of the conceptual cornerstones of mathematical
epidemiology. Its classical definition as the number of secondary cases generated by a …

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 …

Temporal networks

P Holme, J Saramäki - Physics reports, 2012 - Elsevier
A great variety of systems in nature, society and technology–from the web of sexual contacts
to the Internet, from the nervous system to power grids–can be modeled as graphs of …

Unification of theoretical approaches for epidemic spreading on complex networks

W Wang, M Tang, HE Stanley… - Reports on progress in …, 2017 - iopscience.iop.org
Abstract Models of epidemic spreading on complex networks have attracted great attention
among researchers in physics, mathematics, and epidemiology due to their success in …

Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks

S Aral, L Muchnik… - Proceedings of the …, 2009 - National Acad Sciences
Node characteristics and behaviors are often correlated with the structure of social networks
over time. While evidence of this type of assortative mixing and temporal clustering of …

[图书][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 …

Modelling dynamical processes in complex socio-technical systems

A Vespignani - Nature physics, 2012 - nature.com
In recent years the increasing availability of computer power and informatics tools has
enabled the gathering of reliable data quantifying the complexity of socio-technical systems …