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 …

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 …

Searching for superspreaders of information in real-world social media

S Pei, L Muchnik, JS Andrade, Jr, Z Zheng… - Scientific reports, 2014 - nature.com
A number of predictors have been suggested to detect the most influential spreaders of
information in online social media across various domains such as Twitter or Facebook. In …

Broadcasters and hidden influentials in online protest diffusion

S González-Bailón… - American behavioral …, 2013 - journals.sagepub.com
This article explores the growth of online mobilizations using data from the indignados
(outraged) movement in Spain, which emerged under the influence of the revolution in Egypt …

Ranking the spreading influence in complex networks

JG Liu, ZM Ren, Q Guo - Physica A: Statistical Mechanics and its …, 2013 - Elsevier
Identifying the node spreading influence in networks is an important task to optimally use the
network structure and ensure the more efficient spreading in information. In this paper, by …

Locating influential nodes in complex networks

FD Malliaros, MEG Rossi, M Vazirgiannis - Scientific reports, 2016 - nature.com
Understanding and controlling spreading processes in networks is an important topic with
many diverse applications, including information dissemination, disease propagation and …

Core-like groups result in invalidation of identifying super-spreader by k-shell decomposition

Y Liu, M Tang, T Zhou, Y Do - Scientific reports, 2015 - nature.com
Identifying the most influential spreaders is an important issue in understanding and
controlling spreading processes on complex networks. Recent studies showed that nodes …

Social internet of vehicles for smart cities

LA Maglaras, AH Al-Bayatti, Y He, I Wagner… - Journal of Sensor and …, 2016 - mdpi.com
Digital devices are becoming increasingly ubiquitous and interconnected. Their evolution to
intelligent parts of a digital ecosystem creates novel applications with so far unresolved …

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 …

Semi-global triangular centrality measure for identifying the influential spreaders from undirected complex networks

A Namtirtha, B Dutta, A Dutta - Expert Systems with Applications, 2022 - Elsevier
The influential spreaders play a significant role in maximizing or controlling any spreading
process in a network. In the literature, many methods have been proposed to identify …