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Eric D. Ragan

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titleconferencedate
Anchoring Bias Affects Mental Models and User Reliance in Explainable AI SystemsIUI 20212021-04-13
Controlled user study builds an explainable video activity recognition tool for a cooking domain and tests 8 policies (4 strengths and 4 weaknesses) with order…
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Quantitative Evaluation of Machine Learning Explanations: A Human-Grounded BenchmarkIUI 20212021-04-13
Proposes a repeatable benchmark that aggregates selection masks from 10 annotators into gradated human attention maps and compares them to saliency outputs…
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Using Animation to Alleviate Overdraw in Multiclass Scatterplot MatricesCHI 20182018-04-21
A browser prototype continuously redraws points in multiclass SPLOMs so overlapping locations flicker, using a flickering redraw animation loop; a controlled…
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