Name
Abstract | ||
|---|---|---|
The visualization and analysis of dynamic networks have become increasingly important in several fields, for instance sociology or economics. The dynamic and multi-relational nature of this data poses the challenge of understanding both its topological structure and how it changes over time. In this paper we propose a visual analytics approach for analyzing dynamic networks that integrates: a dynamic layout with user-controlled trade-off between stability and consistency; three temporal views based on different combinations of node-link diagrams (layer superimposition, layer juxtaposition, and two-and-a-half-dimensional view); the visualization of social network analysis metrics; and specific interaction techniques for tracking node trajectories and node connectivity over time. This integration of visual, interactive, and automatic methods supports the multi-faceted analysis of dynamically changing networks. |
Year | DOI | Venue |
|---|---|---|
2011 | 10.1145/2024288.2024344 | I-KNOW |
Keywords | Field | DocType |
dynamic network,visual analytics approach,node connectivity,layer juxtaposition,automatic method,multi-faceted analysis,node trajectory,dynamic layout,social network analysis metrics,dynamic social network,layer superimposition,information visualization,visual analytics,graph drawing,social network analysis,interaction,interaction technique | Dynamic network analysis,Graph drawing,Data mining,Social network,Information visualization,Visualization,Computer science,Social network analysis,Visual analytics,Interactive visual analysis | Conference |
Citations | PageRank | References |
21 | 0.87 | 30 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Paolo Federico | 1 | 49 | 3.51 |
| wolfgang aigner | 2 | 842 | 51.72 |
| Silvia Miksch | 3 | 2212 | 174.85 |
| Florian Windhager | 4 | 41 | 9.56 |
| Lukas Zenk | 5 | 29 | 2.03 |