9 citations · 9 across the 4 of their papers we have counts for
4 papers · 1 filter
The Frustrometer: Detecting User Frustration in Data Visualization Tasks using Biomarkers and Interaction Patterns
Johannes Ellemose, Sophia Wanner, Djordje Slijepčević +4
Visualization research has largely solved \textit{how} to help a stuck or frustrated user -- through interactive onboarding, contextual help, and active guidance. The unsolved prob…
Eye of the Beholder: Towards Measuring Visualization Complexity
Johannes Ellemose, Niklas Elmqvist
Constructing expressive and legible visualizations is a key activity for visualization designers. While numerous design guidelines exist, research on how specific graphical feature…
Participatory AI: A Scandinavian Approach to Human-Centered AI
Niklas Elmqvist, Eve Hoggan, Hans-Jörg Schulz +45
AI's transformative impact on work, education, and everyday life makes it as much a political artifact as a technological one. Current AI models are opaque, centralized, and overly…
Attention-Aware Visualization: Tracking and Responding to User Perception Over Time
Arvind Srinivasan, Johannes Ellemose, Peter W. S. Butcher +2
We propose the notion of Attention-Aware Visualizations (AAVs) that track the user's perception of a visual representation over time and feed this information back to the visualiza…