Title
Visualizing Uncertainty in Probabilistic Graphs with Network Hypothetical Outcome Plots (NetHOPs)
Abstract
Probabilistic graphs are challenging to visualize using the traditional node-link diagram. Encoding edge probability using visual variables like width or fuzziness makes it difficult for users of static network visualizations to estimate network statistics like densities, isolates, path lengths, or clustering under uncertainty. We introduce Network Hypothetical Outcome Plots (NetHOPs), a visualiza...
Year
DOI
Venue
2022
10.1109/TVCG.2021.3114679
IEEE Transactions on Visualization and Computer Graphics
Keywords
DocType
Volume
Probabilistic logic,Visualization,Uncertainty,Layout,Task analysis,Stability analysis,Encoding
Journal
28
Issue
ISSN
Citations 
1
1077-2626
0
PageRank 
References 
Authors
0.34
36
3
Name
Order
Citations
PageRank
Dongping Zhang100.34
Eytan Adar2506.34
Jessica Hullman301.69