46 citations · 118 across the 8 of their papers we have counts for
12 papers
Fidyll: A Compiler for Cross-Format Data Stories & Explorable Explanations
Matthew Conlen, Jeffrey Heer
Narrative visualization is a powerful communicative tool that can take on various formats such as interactive articles, slideshows, and data videos. These formats each have their s…
Tisane: Authoring Statistical Models via Formal Reasoning from Conceptual and Data Relationships
Eunice Jun, Audrey Seo, Jeffrey Heer +1
Proper statistical modeling incorporates domain theory about how concepts relate and details of how data were measured. However, data analysts currently lack tool support for recor…
Gemini2: Generating Keyframe-Oriented Animated Transitions Between Statistical Graphics
Younghoon Kim, Jeffrey Heer
Complex animated transitions may be easier to understand when divided into separate, consecutive stages. However, effective staging requires careful attention to both animation sem…
Hypothesis Formalization: Empirical Findings, Software Limitations, and Design Implications
Eunice Jun, Melissa Birchfield, Nicole de Moura +2
Data analysis requires translating higher level questions and hypotheses into computable statistical models. We present a mixed-methods study aimed at identifying the steps, consid…
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer +1
While counterfactual examples are useful for analysis and training of NLP models, current generation methods either rely on manual labor to create very few counterfactuals, or only…
Gemini: A Grammar and Recommender System for AnimatedTransitions in Statistical Graphics
Younghoon Kim, Jeffrey Heer
Animated transitions help viewers follow changes between related visualizations. Specifying effective animations demands significant effort: authors must select the elements and pr…