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cs.HC2025
Designing for Disclosure in Data Visualizations
Krisha Mehta, Gordon Kindlmann, Alex Kale
Visualizing data often entails data transformations that can reveal and hide information, operations we dub disclosure tactics. Whether designers hide information intentionally or…
cs.HC2025
Designing a Lightweight GenAI Interface for Visual Data Analysis
Ratanond Koonchanok, Alex Kale, Khairi Reda
Recent advances in Generative AI have transformed how users interact with data analysis through natural language interfaces. However, many systems rely too heavily on LLMs, creatin…
cs.HC2025
Toward a Logic of Generalization about Visualization as a Decision Aid
Alex Kale
Visualization as a discipline often grapples with generalization by reasoning about how study results on the efficacy of a tool in one context might apply to another context. This…