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most citedAppropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations

174 citations · 455 across the 13 of their papers we have counts for

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5 papers · 1 filter

cs.HC2022★ 89 cited

A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making

Max Schemmer, Patrick Hemmer, Maximilian Nitsche +2

Research in artificial intelligence (AI)-assisted decision-making is experiencing tremendous growth with a constantly rising number of studies evaluating the effect of AI with and…

cs.HC2022★ 7 cited

On the Effect of Information Asymmetry in Human-AI Teams

Patrick Hemmer, Max Schemmer, Niklas Kühl +2

Over the last years, the rising capabilities of artificial intelligence (AI) have improved human decision-making in many application areas. Teaming between AI and humans may even l…

cs.HC2022★ 15 cited

Factors that influence the adoption of human-AI collaboration in clinical decision-making

Patrick Hemmer, Max Schemmer, Lara Riefle +3

Recent developments in Artificial Intelligence (AI) have fueled the emergence of human-AI collaboration, a setting where AI is a coequal partner. Especially in clinical decision-ma…

cs.HC2022★ 17 cited

On the Influence of Explainable AI on Automation Bias

Max Schemmer, Niklas Kühl, Carina Benz +1

Artificial intelligence (AI) is gaining momentum, and its importance for the future of work in many areas, such as medicine and banking, is continuously rising. However, insights o…

cs.HC2022★ 32 cited

Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making

Max Schemmer, Patrick Hemmer, Niklas Kühl +2

Many important decisions in daily life are made with the help of advisors, e.g., decisions about medical treatments or financial investments. Whereas in the past, advice has often…