3 papers
cs.HC2026
Should We Dangle a Carrot? The Effect of Performance-based Incentives in Visualization Experiments
Abhraneel Sarma, Matthew Kay, Sheng Long +2
A perennial research question in visualization involves identifying which visual encodings for a particular dataset are most effective for users in performing a specific task. The…
cs.HC2026
Visual Decoding Operators: Towards a Compositional Theory of Visualization Perception
Sheng Long, Remco Chang, Eugene Wu +2
Prior work on perceptual effectiveness has decomposed visualizations into smaller common units (e.g., channels such as angle, position, and length) to establish rankings. While use…
cs.HC2025
Seeing Eye to AI? Applying Deep-Feature-Based Similarity Metrics to Information Visualization
Sheng Long, Angelos Chatzimparmpas, Emma Alexander +2
Judging the similarity of visualizations is crucial to various applications, such as visualization-based search and visualization recommendation systems. Recent studies show deep-f…