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How Much Information?: Effects of Transparency on Trust in an Algorithmic Interface

René F. Kizilcec

2016 · DOI: 10.1145/2858036.2858402
International Conference on Human Factors in Computing Systems · 630 Citations

TLDR

This work focuses on how transparent design of algorithmic interfaces can promote awareness and foster trust, using an online field experiment to test three levels of system transparency in the high-stakes context of peer assessment.