Reducing Snapshots to Points: A Visual Analytics Approach to Dynamic Network Exploration

@article{Elzen2016ReducingST,
  title={Reducing Snapshots to Points: A Visual Analytics Approach to Dynamic Network Exploration},
  author={Stef van den Elzen and Danny Holten and Jorik Blaas and Jarke J. van Wijk},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2016},
  volume={22},
  pages={1-10}
}
We propose a visual analytics approach for the exploration and analysis of dynamic networks. We consider snapshots of the network as points in high-dimensional space and project these to two dimensions for visualization and interaction using two juxtaposed views: one for showing a snapshot and one for showing the evolution of the network. With this approach users are enabled to detect stable states, recurring states, outlier topologies, and gain knowledge about the transitions between states… CONTINUE READING
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