The four dimensions of social network analysis: An overview of research methods, applications, and software tools

D Camacho, A Panizo-LLedot, G Bello-Orgaz… - Information …, 2020 - Elsevier
Social network based applications have experienced exponential growth in recent years.
One of the reasons for this rise is that this application domain offers a particularly fertile …

A survey of community search over big graphs

Y Fang, X Huang, L Qin, Y Zhang, W Zhang, R Cheng… - The VLDB Journal, 2020 - Springer
With the rapid development of information technologies, various big graphs are prevalent in
many real applications (eg, social media and knowledge bases). An important component of …

[HTML][HTML] Persistence in complex systems

S Salcedo-Sanz, D Casillas-Pérez, J Del Ser… - Physics Reports, 2022 - Elsevier
Persistence is an important characteristic of many complex systems in nature, related to how
long the system remains at a certain state before changing to a different one. The study of …

The core decomposition of networks: Theory, algorithms and applications

FD Malliaros, C Giatsidis, AN Papadopoulos… - The VLDB Journal, 2020 - Springer
The core decomposition of networks has attracted significant attention due to its numerous
applications in real-life problems. Simply stated, the core decomposition of a network …

Truss-based community search over large directed graphs

Q Liu, M Zhao, X Huang, J Xu, Y Gao - Proceedings of the 2020 ACM …, 2020 - dl.acm.org
Community search enables personalized community discovery and has wide applications in
large real-world graphs. While community search has been extensively studied for …

Efficient size-bounded community search over large networks

K Yao, L Chang - Proceedings of the VLDB Endowment, 2021 - dl.acm.org
The problem of community search, which aims to find a cohesive subgraph containing user-
given query vertices, has been extensively studied recently. Most of the existing studies …

Hierarchical core maintenance on large dynamic graphs

Z Lin, F Zhang, X Lin, W Zhang, Z Tian - Proceedings of the VLDB …, 2021 - dl.acm.org
The model of k-core and its decomposition have been applied in various areas, such as
social networks, the world wide web, and biology. A graph can be decomposed into an …

Reliability-driven local community search in dynamic networks

Y Tang, J Li, NAH Haldar, Z Guan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Community search over large dynamic graph has become an important research problem in
modern complex networks, such as the online social network, collaboration network and …

Cs-mlgcn: Multiplex graph convolutional networks for community search in multiplex networks

A Behrouz, F Hashemi - Proceedings of the 31st ACM International …, 2022 - dl.acm.org
Community Search (CS) is one of the fundamental tasks in network science and has
attracted much attention due to its ability to discover personalized communities with a wide …

Practice of streaming processing of dynamic graphs: Concepts, models, and systems

M Besta, M Fischer, V Kalavri… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Graph processing has become an important part of various areas of computing, including
machine learning, medical applications, social network analysis, computational sciences …