Core Concepts
Efficiently rank and create quality colormaps tailored to individual user preferences using Cieran.
Stats
Quality colormaps can help communicate important data patterns.
Cieran employs an active preference learning paradigm to rank expert-designed colormaps and create new ones from pairwise comparisons.
In an evaluation with twelve scientists, Cieran effectively modeled user preferences to rank colormaps and create new quality designs.
Quotes
"Quality colormaps can help communicate important data patterns." - Article
"Our work shows the potential of active preference learning for supporting efficient visualization design optimization." - Article