Federico Cabitza

schoolUniversity of Milano-Bicoccabar_chart#5129 Global Rank

Total Papers

HCI Rank

#5129

Research Areas

Years Active

Recent Publications

Five Degrees of Separation: Investigating the Unexpected Potential of Displaced Human-AI Collaboration Protocols for Apter AI Support

The integration of AI into decision-making processes offers substantial benefits, particularly in enhancing accuracy and efficiency. However, long-term consequences, such as over-reliance, skill erosion, and loss of human agency, present significant challenges. This study investigates various human-AI collaboration pr…

IUI '251st AuthorExplainable AI (XAI) +1

From Oracular to Judicial: enhancing clinical decision making through contrasting explanations and a novel interaction protocol

Clinical Decision Support Systems (CDSS) utilizing machine learning (ML) classifiers have demonstrated substantial potential for improving diagnostic accuracy across various medical domains. However, concerns regarding automation bias, diminished sense of agency, and over-reliance on these systems remain, particularly…

CHI '231st AuthorAI-Assisted Decision-Making & Automation +2

AI Shall Have No Dominion: on How to Measure Technology Dominance in AI-supported Human Decision Making

In this article, we propose a conceptual and methodological framework for measuring the impact of the introduction of AI systems in decision settings, based on the concept of technological dominance, i.e. the influence that an AI system can exert on human judgment and decisions. We distinguish between a negative compo…

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