Title
Edge Bundling by Rapidly-Exploring Random Trees
Abstract
We introduce a technique for bundling edges in graphs where a hierarchical organization of the vertices is not available. Instead of applying time-complex force-directed edge bundling, we adopt the concept of Rapidly-Exploring Random Trees (RRTs). We use RRTs for fast computation of a hierarchical space organization that is independent of the spatial structure of the graph layout. Due to this independency, edge bundling can be applied to any graph layout and even allows us to define spatial obstacles through which no bundles may lead. Furthermore, when adding or removing graph nodes and edges on-the-fly, the bundling structure remains stable, which cannot be guaranteed for force-directed bundling. The main benefit of RRT bundling is its high efficiency, supporting interactive exploration. We rely on the low runtime complexity for a new interaction technique for visual clutter reduction in node-link diagrams that we refer to as the RRT edge bundling lens.
Year
DOI
Venue
2013
10.1109/IV.2013.4
IV
Keywords
Field
DocType
hierarchical organization,edges on-the-fly,spatial obstacle,new interaction technique,time-complex force-directed edge,rrt edge,rapidly-exploring random trees,graph layout,edge bundling,spatial structure,graph node,hierarchical space organization,data visualisation,computational complexity,graphs,rapidly exploring random tree,graph
Interaction technique,Graph,Data visualization,Vertex (geometry),Theoretical computer science,Mathematics,Computational complexity theory,Graph Layout,Computation,Hierarchical organization
Conference
Citations 
PageRank 
References 
1
0.37
13
Authors
3
Name
Order
Citations
PageRank
Michael Burch185466.47
Hansjörg Schmauder2505.16
Daniel Weiskopf32988204.30