Towards improving community detection in complex networks using influential nodes

H Zheng, H Zhao, G Ahmadi - Journal of Complex Networks, 2024 - academic.oup.com
Complex network analysis is inspired by empirical studies of real-world networks such as
computer networks, technology networks and social networks. The analysis of community …

A community-driven deep collaborative approach for recommender systems

S Bourhim, L Benhiba, MAJ Idrissi - IEEE Access, 2022 - ieeexplore.ieee.org
Recommender systems (RS) are increasingly leveraging the power of graphs to enhance
accuracy. However, we stipulate that existing methods don't take into consideration the …

CommunityGCN: community detection using node classification with graph convolution network

R Bhattacharya, NK Nagwani, S Tripathi - Data Technologies and …, 2023 - emerald.com
Purpose A community demonstrates the unique qualities and relationships between its
members that distinguish it from other communities within a network. Network analysis relies …

Analyzing Key Users' behavior trends in Volunteer-Based Networks

N Piterman, T Makov, M Fire - arXiv preprint arXiv:2310.05978, 2023 - arxiv.org
Online social networks usage has increased significantly in the last decade and continues to
grow in popularity. Multiple social platforms use volunteers as a central component. The …

A Review of Community Detection Based on Modularity Optimization in Complex Networks

SF Ibraheem, B Al-Sarray - Iraqi Journal of Science, 2024 - ijs.uobaghdad.edu.iq
Community detection is one of the most interesting issues nowadays, especially for complex
networks. The main problem is to divide these networks into partitions called communities …

Community detection and resource assignment in interdependent systems via complex network analysis

K Tsitseklis - 2021 - didaktorika.gr
The aim of this thesis is to develop novel approaches for inferring relations and hidden
similarities among the actors of complex systems that consist of various types of devices and …

Community detection and resource assignment in interdependent systems via complex network analysis

S Papavassiliou, K Tsitseklis, T Varvarigou… - 2021 - repository-empedu-rd.ekt.gr
Nowadays, a rapid expansion in the number of smart connected devices is observed that is
expected to reach even new heights with the adoption of 5G communications worldwide …