Accéder directement au contenu Accéder directement à la navigation
Article dans une revue

Towards Unambiguous Edge Bundling: Investigating Confluent Drawings for Network Visualization

Abstract : In this paper, we investigate Confluent Drawings (CD), a technique for bundling edges in node-link diagrams based on network connectivity. Edge-bundling techniques are designed to reduce edge clutter in node-link diagrams by coalescing lines into common paths or bundles. Unfortunately, traditional bundling techniques introduce ambiguity since edges are only bundled by spatial proximity, rather than network connectivity; following an edge from its source to its target can lead to the perception of incorrect connectivity if edges are not clearly separated within the bundles. Contrary, CDs bundle edges based on common sources or targets. Thus, a smooth path along a confluent bundle indicates precise connectivity. While CDs have been described in theory, practical investigation and application to real-world networks (i.e., networks beyond those with certain planarity restrictions) is currently lacking. Here, we provide the first algorithm for constructing CDs from arbitrary directed and undirected networks and present a simple layout method, embedded in a sand box environment providing techniques for interactive exploration. We then investigate patterns and artifacts in CDs, which we compare to other common edge-bundling techniques. Finally, we present the first user study that compares edge-compression techniques, including CD, power graphs, metro-style, and common edge bundling. We found that users without particular expertise in visualization or network analysis are able to read small CDs without difficulty. Compared to existing bundling techniques, CDs are more likely to allow people to correctly perceive connectivity.
Type de document :
Article dans une revue
Liste complète des métadonnées

Littérature citée [42 références]  Voir  Masquer  Télécharger
Contributeur : Laurence Porte Connectez-vous pour contacter le contributeur
Soumis le : lundi 20 février 2017 - 10:42:18
Dernière modification le : mardi 19 octobre 2021 - 11:02:49
Archivage à long terme le : : dimanche 21 mai 2017 - 12:30:19


Fichiers produits par l'(les) auteur(s)




Benjamin Bach, Nathalie Henry Riche, Christophe Hurter, Kim Marriott, Tim Dwyer. Towards Unambiguous Edge Bundling: Investigating Confluent Drawings for Network Visualization. IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2017, 23 (1), pp 541 - 550. ⟨10.1109/TVCG.2016.2598958⟩. ⟨hal-01354270⟩



Consultations de la notice


Téléchargements de fichiers