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 maximization in large social networks: Heuristics, models and parameters

N Sumith, B Annappa, S Bhattacharya - Future Generation Computer …, 2018 - Elsevier
Online social networks play a major role not only in socio psychological front, but also in the
economic aspect. The way social network serves as a platform of information spread, has …

Harvesting ambient geospatial information from social media feeds

A Stefanidis, A Crooks, J Radzikowski - GeoJournal, 2013 - Springer
Social media generated from many individuals is playing a greater role in our daily lives and
provides a unique opportunity to gain valuable insight on information flow and social …

Identification of influential users in social network using gray wolf optimization algorithm

A Zareie, A Sheikhahmadi, M Jalili - Expert Systems with Applications, 2020 - Elsevier
A challenging issue in viral marketing is to effectively identify a set of influential users. By
sending the advertising messages to this set, one can reach out the largest area of the …

Containment of misinformation spread in online social networks

NP Nguyen, G Yan, MT Thai, S Eidenbenz - … of the 4th Annual ACM Web …, 2012 - dl.acm.org
With their blistering expansions in recent years, popular on-line social sites such as Twitter,
Facebook and Bebo, have become some of the major news sources as well as the most …

Staticgreedy: solving the scalability-accuracy dilemma in influence maximization

S Cheng, H Shen, J Huang, G Zhang… - Proceedings of the 22nd …, 2013 - dl.acm.org
Influence maximization, defined as a problem of finding a set of seed nodes to trigger a
maximized spread of influence, is crucial to viral marketing on social networks. For practical …

Identifying influential nodes in complex networks with community structure

X Zhang, J Zhu, Q Wang, H Zhao - Knowledge-Based Systems, 2013 - Elsevier
It is a fundamental issue to find a small subset of influential individuals in a complex network
such that they can spread information to the largest number of nodes in the network. Though …

A hierarchical approach for influential node ranking in complex social networks

A Zareie, A Sheikhahmadi - Expert Systems with Applications, 2018 - Elsevier
Due to the rapid extension of social networks in recent years, a new potential has emerged
for global spreading of messages and effective broadcasting of news. Identification of …

Influential nodes identification in complex networks via information entropy

C Guo, L Yang, X Chen, D Chen, H Gao, J Ma - Entropy, 2020 - mdpi.com
Identifying a set of influential nodes is an important topic in complex networks which plays a
crucial role in many applications, such as market advertising, rumor controlling, and …

Effect of anger, anxiety, and sadness on the propagation scale of social media posts after natural disasters

LI Lifang, W Zhiqiang, Q Zhang, WEN Hong - Information Processing & …, 2020 - Elsevier
Social media is widely used for sharing disaster-related information following natural
disasters. Drawing on negativity bias theory, integrated crisis map** model, and arousal …