ai assistance 1experimental design 1research methodology 1stimuli management 1visualization experiments 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.HC2026
How Do Researchers Manage Visualization Experiment Stimuli?
Hyeok Kim, Jeffrey Heer
The paper examines how visualization researchers create, manage, and deploy experiment stimuli by interviewing 19 practitioners, revealing current practices, challenges, and opport…
cs.HC2026
Automatic Synthesis of Visualization Design Knowledge Bases
Hyeok Kim, Sehi L'Yi, Nils Gehlenborg +1
Formal representations of the visualization design space, such as knowledge bases and graphs, consolidate design practices into a shared resource and enable automated reasoning and…
cs.HC2025
Data Augmentation for Visualization Design Knowledge Bases
Hyeok Kim, Jeffrey Heer
Visualization knowledge bases enable computational reasoning and recommendation over a visualization design space. These systems evaluate design trade-offs using numeric weights as…