Visualizing the Evolution of Communities in Dynamic Graphs

@article{Vehlow2015VisualizingTE,
  title={Visualizing the Evolution of Communities in Dynamic Graphs},
  author={Corinna Vehlow and Fabian Beck and P. Auw{\"a}rter and Daniel Weiskopf},
  journal={Comput. Graph. Forum},
  year={2015},
  volume={34},
  pages={277-288}
}
The community structure of graphs is an important feature that gives insight into the high-level organization of objects within the graph. In real-world systems, the graph topology is oftentimes not static but changes over time and hence, also the community structure changes. Previous timeline-based approaches either visualize the dynamic graph or the dynamic community structure. In contrast, our approach combines both in a single image and therefore allows users to investigate the community… CONTINUE READING