Signal propagation in complex networks

P Ji, J Ye, Y Mu, W Lin, Y Tian, C Hens, M Perc, Y Tang… - Physics reports, 2023 - Elsevier
Signal propagation in complex networks drives epidemics, is responsible for information
going viral, promotes trust and facilitates moral behavior in social groups, enables 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 …

Mathematics of epidemics on networks

IZ Kiss, JC Miller, PL Simon - Cham: Springer, 2017 - Springer
Over the past decade, the use of networks has led to a new modelling paradigm combining
several branches of science, including physics, mathematics, biology and social sciences …

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 …

The hidden geometry of complex, network-driven contagion phenomena

D Brockmann, D Helbing - science, 2013 - science.org
The global spread of epidemics, rumors, opinions, and innovations are complex, network-
driven dynamic processes. The combined multiscale nature and intrinsic heterogeneity of …

The critical node detection problem in networks: A survey

M Lalou, MA Tahraoui, H Kheddouci - Computer Science Review, 2018 - Elsevier
In networks, not all nodes have the same importance, and some are more important than
others. The issue of finding the most important nodes in networks has been addressed …

Network science

AL Barabási - … Transactions of the Royal Society A …, 2013 - royalsocietypublishing.org
Professor Barabási's talk described how the tools of network science can help understand
the Web's structure, development and weaknesses. The Web is an information network, in …

Identifying propagation sources in networks: State-of-the-art and comparative studies

J Jiang, S Wen, S Yu, Y Xiang… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
It has long been a significant but difficult problem to identify propagation sources based on
limited knowledge of network structures and the varying states of network nodes. In practice …

A computational approach for examining the roots and spreading patterns of fake news: Evolution tree analysis

SM Jang, T Geng, JYQ Li, R Xia, CT Huang… - Computers in Human …, 2018 - Elsevier
To improve the flow of quality information and combat fake news on social media, it is
essential to identify the origins and evolution patterns of false information. However …

Countering misinformation: A multidisciplinary approach

KT Gradoń, JA Hołyst, WR Moy… - Big Data & …, 2021 - journals.sagepub.com
The article explores the concept of infodemics during the COVID-19 pandemic, focusing on
the propagation of false or inaccurate information proliferating worldwide throughout the …