In this paper, we analyze the effects of algorithm transparency on the perceived value of algorithmic advice and its resulting utilization for a simple, easy-to ...
Jan 14, 2021 · In this paper, we analyze the effects of algorithm transparency on the perceived value of algorithmic advice and its resulting utilization for a ...
However, it remains open whether the transparency of the easy-to-understand tool leads to a higher utilization of its advice compared to a less transparent ...
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May 26, 2022 · In this paper, we analyze the effects of algorithm transparency on the use of advice from algorithms with different degrees of complexity.
Keep It Mystic?-The Effects of Algorithm Transparency on the Use of Advice. Lehmann, Cedrik Alexander, Haubitz, Christiane ORCID: 0000-0002-7126-0606 ...
In this paper, we analyze the effects of algorithm transparency on the use of advice from algorithms with different degrees of complexity.
Aug 8, 2024 · We find that performance and process transparency promote the use of algorithmic advice. However, the effect of process transparency gets ...
Increasing the transparency of an algorithm by providing FI, which shows a seemingly neutral set of variables, can also impact users' trusting beliefs towards ...
Feb 27, 2024 · We demonstrate that decision makers' utilization of ML advice depends on the information quality and transparency of ML advice as well as decision makers' ...
In this paper, we analyze the effects of algorithm transparency on the use of advice from algorithms with different degrees of complexity. We conduct a set of ...
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