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Jessica Hullman

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Decision theoretic foundations for human-AI collaborationBridging Prediction and Intervention Problems in Social Systems (Simons Institute, 2026)2026-01-12
Introduces decision-theoretic benchmarks that quantify when pairing humans and models is actually valuable, defining a value of complementation and a…
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Explaining the Gap: Visualizing One's Predictions Improves Recall and Comprehension of DataCHI 20172017-05-06
Controlled experiments use two-by-three line graphs and crowd workers with 42 participants per condition to test three elicitation techniques: predicting…
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GraphScape: A Model for Automated Reasoning about Visualization Similarity and SequencingCHI 20172017-05-06
GraphScape models visualization space as a directed graph whose nodes are grammar-based chart specs (implemented with Backlight) and whose edges are atomic…
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PersaLog: Personalization of News Article ContentCHI 20172017-05-06
PersaLog is a newsroom tool that lets journalists embed a simple domain-specific language in HTML to personalize article text and visualizations, then…
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