Auflistung nach Schlagwort "algorithmic transparency"
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Expl(AI)ned: The impact of explainable artificial intelligence on cognitive processes
(2021-06-25)This paper explores the interplay of feature-based explainable AI (XAI) techniques, information processing, and human beliefs. Using a novel experimental protocol, we study the impact of providing users with explanations ... -
Mirror, Mirror on the Wall: Machine Predictions and Self-Fulfilling Prophecies
(2021-04-20)We show that disclosing machine predictions to affected parties can trigger self-fulfilling prophecies. In an investment game, we experimentally vary investors’ and recipients’ access to a machine prediction about recipients’ ... -
Survey_WP315_BZH_2021
We collected this data in an incentivized field study that we conducted at a large German university over three years (2016–2019). Most important for the experiment at hand, the field study included an incentivized one-shot ... -
WP313_BG_exp1_2021
A data set comprising 1397 distinct examples. We collected this data in an incentivized field study that we conducted at a large German university over three years (2016-2019) with first-semester economics students. Most ... -
WP313_BG_exp2_2021
In our experiment, participants engage in three subsequent one-shot investment games. Investors initially choose between keeping or investing 10 monetary units (MU) with recipients, who, in the case of investment, decide ...