A survey on information diffusion in online social networks: Models and methods

M Li, X Wang, K Gao, S Zhang - Information, 2017 - mdpi.com
By now, personal life has been invaded by online social networks (OSNs) everywhere. They
intend to move more and more offline lives to online social networks. Therefore, online …

Opinion leader detection: A methodological review

SMH Bamakan, I Nurgaliev, Q Qu - Expert Systems with Applications, 2019 - Elsevier
A social network as an essential communication platform facilitates the interactions of online
users. Based on the interactions, users can influence or be affected by the opinions of …

[HTML][HTML] Micro, macro and mega-influencers on instagram: The power of persuasion via the parasocial relationship

R Conde, B Casais - Journal of business research, 2023 - Elsevier
This study analyzes the effect of the parasocial relationship on the audience's intention to
adopt the recommendations of micro, macro and mega-influencers, considering the number …

An improved gravity model to identify influential nodes in complex networks based on k-shell method

X Yang, F **ao - Knowledge-Based Systems, 2021 - Elsevier
To find the important nodes in complex networks is a fundamental issue. A number of
methods have been recently proposed to address this problem but most previous studies …

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 …

Finding influential nodes in social networks based on neighborhood correlation coefficient

A Zareie, A Sheikhahmadi, M Jalili… - Knowledge-based …, 2020 - Elsevier
Finding the most influential nodes in social networks has significant applications. A number
of methods have been recently proposed to estimate influentiality of nodes based on their …

Sustainable development evaluation of the society–economy–environment in a resource-based city of China: A complex network approach

Z **g, J Wang - Journal of cleaner production, 2020 - Elsevier
Resource-based cities (RBCs) have made a significant contribution to country development
in certain historical periods. Achieving sustainable development of the society–economy …

Identifying influential nodes in complex networks: Effective distance gravity model

Q Shang, Y Deng, KH Cheong - Information Sciences, 2021 - Elsevier
The identification of important nodes in complex networks is an area of exciting growth due
to its applications across various disciplines like disease control, data mining and network …

Identification of influencers in complex networks by local information dimensionality

T Wen, Y Deng - Information Sciences, 2020 - Elsevier
The identification of influential spreaders in complex networks is a popular topic in studies of
network characteristics. Many centrality measures have been proposed to address this …

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 …