~/talks

Malin Eiband

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  • IUI2 editions2019–2021

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titleconferencedate
How to Support Users in Understanding Intelligent Systems? Structuring the DiscussionIUI 20212021-04-13
A literature survey using theoretical sampling and three-step coding analyzes 222 papers to produce a user-centered framework with three categories (user…
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I Think I Get Your Point, AI! The Illusion of Explanatory Depth in Explainable AIIUI 20212021-04-13
Non-technical users see local SHAP values in a spreadsheet interface and feel they understand the model yet the illusion of explanatory depth appears…
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When people and algorithms meet: user-reported problems in intelligent everyday applicationsIUI 20192019-03-17
Analysis of 35,448 reviews from Facebook, Netflix and Google Maps uses topic modelling and Google Cloud Natural Language API sentiment scoring, yielding…
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