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Cieran: Designing Sequential Colormaps via In-Situ Active Preference Learning
In an evaluation with twelve scientists, we found that Cieran effectively modeled user preferences to rank colormaps and leveraged this model to create new quality designs.
Conversational AI Threads for Visualizing Multidimensional Datasets
From these findings, we developed AI Threads, a multi-threaded analytic chatbot that enables analysts to proactively manage conversational context and improve the efficacy of its outputs.
Scholastic: Graphical Human-Al Collaboration for Inductive and Interpretive Text Analysis
Scholastic demonstrates how human-centered algorithm design and visualizations employing familiar metaphors can support inductive and interpretive research methodologies through interactive topic modeling and document clustering.
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