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

Author:

Cabitza Federico1ORCID,Campagner Andrea2ORCID,Angius Riccardo3ORCID,Natali Chiara4ORCID,Reverberi Carlo5ORCID

Affiliation:

1. University of Milano-Bicocca, Italy and IRCCS Ospedale Galeazzi - Sant'Ambrogio, Italy

2. IRCCS Ospedale Galeazzi - Sant'Ambrogio, Italy

3. Università degli Studi di Padova, Italy

4. Department of Computer Science, Systems and Communication, University of Milano-Bicocca, Italy

5. University of Milano-Bicocca, Italy

Publisher

ACM

Reference90 articles.

1. A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence

2. Human–AI Interactions in Public Sector Decision Making: “Automation Bias” and “Selective Adherence” to Algorithmic Advice

3. In AI we trust? Perceptions about automated decision-making by artificial intelligence

4. Diego Ardila , Atilla  P Kiraly , Sujeeth Bharadwaj , Bokyung Choi , Joshua  J Reicher , Lily Peng , Daniel Tse , Mozziyar Etemadi , Wenxing Ye , Greg Corrado , 2019. End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography. Nature medicine 25, 6 ( 2019 ), 954–961. Diego Ardila, Atilla P Kiraly, Sujeeth Bharadwaj, Bokyung Choi, Joshua J Reicher, Lily Peng, Daniel Tse, Mozziyar Etemadi, Wenxing Ye, Greg Corrado, 2019. End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography. Nature medicine 25, 6 (2019), 954–961.

5. Vicky Arnold and Steve  G Sutton . 1998. The theory of technology dominance: Understanding the impact of intelligent decision aids on decision maker’s judgments. Advances in accounting behavioral research 1, 3 ( 1998 ), 175–194. Vicky Arnold and Steve G Sutton. 1998. The theory of technology dominance: Understanding the impact of intelligent decision aids on decision maker’s judgments. Advances in accounting behavioral research 1, 3 (1998), 175–194.

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