Study on centrality measures in social networks: a survey

K Das, S Samanta, M Pal - Social network analysis and mining, 2018 - Springer
Social networks are absolutely a useful and important place for connecting people within the
world. A basic issue in a social network is to identify the key persons within it. This is why …

A systematic survey on influential spreaders identification in complex networks with a focus on K-shell based techniques

G Maji, S Mandal, S Sen - Expert Systems with Applications, 2020 - Elsevier
Almost all the complex interactions between humans, animals, biological cells, neurons, or
any other objects are now modeled as a graph with the nodes as the objects of interest and …

Identifying vital nodes from local and global perspectives in complex networks

A Ullah, B Wang, JF Sheng, J Long, N Khan… - Expert Systems with …, 2021 - Elsevier
Recognition of vital nodes in complex networks retains great importance in the improvement
of network's robustness and vulnerability. Consistent research proposed various …

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 …

[HTML][HTML] How CSCL roles emerge, persist, transition, and evolve over time: A four-year longitudinal study

M Saqr, S López-Pernas - Computers & education, 2022 - Elsevier
A prevailing trend in CSCL literature has been the study of students' participatory roles. The
majority of existing studies examine a single collaborative task or, at most, a complete …

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 …

Identifying influential nodes in complex networks based on the inverse-square law

L Fei, Q Zhang, Y Deng - Physica A: Statistical Mechanics and its …, 2018 - Elsevier
How to identify influential nodes in complex networks continues to be an open issue. A
number of centrality measures have been presented to address this problem. However …

Ranking influential spreaders based on both node k-shell and structural hole

Z Zhao, D Li, Y Sun, R Zhang, J Liu - Knowledge-Based Systems, 2023 - Elsevier
The ranking of individual spreaders aims to measure the influential capability of individual
nodes and is important to control information spreading in a network. However, many …

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 …

Measure of influences in social networks

S Samanta, VK Dubey, B Sarkar - Applied Soft Computing, 2021 - Elsevier
Society may be assumed to be a combination of several small networks. Naturally, an
individual from one network is connected to several other networks (associated networks) …