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Fairness, Bias, and Research Governance / Fairness Perception, Resource Allocation, and Interaction Presentation

How does Shapley Bandit outperform traditional MAB algorithms in long-term user engagement and behavior intervention?

helpResearch questionFairness Perception, Resource Allocation, and Interaction Presentation

How does Shapley Bandit outperform traditional MAB algorithms in long-term user engagement and behavior intervention?

IUI '23Improving Fairness in Adaptive Social Exergames via Shapley Bandits

Similar questions

helpResearch questionFairness Perception, Resource Allocation, and Interaction Presentation

Across social scenarios, are individuals' fairness preferences related to their perception of decision error risk?

IUI '24Do Crowdsourced Fairness Preferences Correlate with Risk Perceptions?

helpResearch questionFairness Perception, Resource Allocation, and Interaction Presentation

How do risk characteristics of specific scenarios affect people's preference for fairness metrics?

IUI '24Do Crowdsourced Fairness Preferences Correlate with Risk Perceptions?

helpResearch questionFairness Perception, Resource Allocation, and Interaction Presentation

Do fairness metric preferences differ significantly across groups (e.g., racial background, privilege status)?

IUI '24Do Crowdsourced Fairness Preferences Correlate with Risk Perceptions?

helpResearch questionFairness Perception, Resource Allocation, and Interaction Presentation

How do feature explanations affect human reliance on AI recommendations and the ability to correct them?

CHI '24Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making

helpResearch questionFairness Perception, Resource Allocation, and Interaction Presentation

Do feature explanations help improve allocative fairness (fairness of allocation outcomes)?

CHI '24Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making

helpResearch questionFairness Perception, Resource Allocation, and Interaction Presentation

What is the relationship between perceived fairness and improvements in allocative fairness?

CHI '24Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making

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Do Crowdsourced Fairness Preferences Correlate with Risk Perceptions?

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Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making

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Effect of Information Presentation on Fairness Perceptions of Machine Learning Predictors

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