The four dimensions of social network analysis: An overview of research methods, applications, and software tools
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 …
One of the reasons for this rise is that this application domain offers a particularly fertile …
A survey of community search over big graphs
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 …
many real applications (eg, social media and knowledge bases). An important component of …
[HTML][HTML] Persistence in complex systems
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 …
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
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 …
applications in real-life problems. Simply stated, the core decomposition of a network …
Truss-based community search over large directed graphs
Community search enables personalized community discovery and has wide applications in
large real-world graphs. While community search has been extensively studied for …
large real-world graphs. While community search has been extensively studied for …
Efficient size-bounded community search over large networks
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 …
given query vertices, has been extensively studied recently. Most of the existing studies …
Hierarchical core maintenance on large dynamic graphs
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 …
social networks, the world wide web, and biology. A graph can be decomposed into an …
Reliability-driven local community search in dynamic networks
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 …
modern complex networks, such as the online social network, collaboration network and …
Cs-mlgcn: Multiplex graph convolutional networks for community search in multiplex networks
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 …
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
Graph processing has become an important part of various areas of computing, including
machine learning, medical applications, social network analysis, computational sciences …
machine learning, medical applications, social network analysis, computational sciences …