Lingwei Cheng

schoolCarnegie Mellon Universitybar_chart#8374 Global Rank

Total Papers

HCI Rank

#8374

Research Areas

Years Active

Recent Publications

Overcoming Algorithm Aversion: A Comparison between Process and Outcome Control

Algorithm aversion occurs when humans are reluctant to use algorithms despite their superior performance. Studies show that giving users outcome control by providing agency over how models’ predictions are incorporated into decision-making mitigates algorithm aversion. We study whether algorithm aversion is mitigated…

CSCW '221st AuthorAlgorithmic Decision-making; Algorithmic Decision-making

Heterogeneity in Algorithm-Assisted Decision-Making: A Case Study in Child Abuse Hotline Screening

Algorithmic risk assessment tools are now commonplace in public sector domains such as criminal justice and human services. These tools are intended to aid decision makers in systematically using rich and complex data captured in administrative systems. In this study we investigate sources of heterogeneity in the al…

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