Chiara Natali

25 papers A* 1B 1C 1Journal 11Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Under what influence: Measuring AI influence to fit user profiles in decision-making.
Int. J. Hum. Comput. Stud.
Andrea Campagner, Caterina Fregosi, Chiara Natali, Federico Cabitza
2025 J jnl
AI-induced Deskilling in Medicine: A Mixed-Method Review and Research Agenda for Healthcare and Beyond.
Artif. Intell. Rev.
Chiara Natali, Luca Marconi, Leslye Denisse Dias Duran, Federico Cabitza
2025 — conf
Better AI with Designed Friction: Theories, Applications and Research Agenda.
HHAI
Chiara Natali, Mohammad Naiseh, Federico Cabitza, Brett Frischmann
2025 J jnl
Beyond cyborgs: the cybork idea for the de-individuation of (artificial) intelligence and an emergence-oriented design.
AI Soc.
Federico Cabitza, Chiara Natali, Francesco Varanini, David J. Gunkel
2025 J jnl
Dimensions of Human-Machine Combination: Prompting the Development of Deployable Intelligent Decision Systems for Situated Clinical Contexts.
Comput. Support. Cooperative Work.
Ben Wilson, Chiara Natali, Matt J. Roach, Darren Scott, Alma Rahat, David Rawlinson, Federico Cabitza
2025 J jnl
Make Some Noise for Ground Truthing! Frictional Design against Epistemic Sclerosis in Decision Support Systems.
Scand. J. Inf. Syst.
Chiara Natali, Federico Cabitza
2024 B conf
Algorithmic Authority & AI Influence in Decision Settings: Theories and Implications for Design.
HAI
Alessandro Facchini, Caterina Fregosi, Chiara Natali, Alberto Termine, Ben Wilson
2024 — conf
Answering the Call to Go Beyond Accuracy: An Online Tool for the Multidimensional Assessment of Decision Support Systems.
BIOSTEC (2)
Chiara Natali, Andrea Campagner, Federico Cabitza
2024 — conf
Assessing appropriate reliance: a framework for evaluating AI influence on user decision-making.
AIxHMI@AI*IA
Caterina Fregosi, Andrea Campagner, Chiara Natali, Federico Cabitza
2024 — conf
Explanations Considered Harmful: The Impact of Misleading Explanations on Accuracy in Hybrid Human-AI Decision Making.
xAI (4)
Federico Cabitza, Caterina Fregosi, Andrea Campagner, Chiara Natali
2024 — conf
Humans in the Group, Computers in the Coop. Comparison of Individual and Collective Improvement in Cognitive Tasks in Adjunct AI Settings.
HWID
Chiara Natali, Luca Marconi, Caterina Fregosi, Federico Cabitza
2024 J jnl
Invisible to Machines: Designing AI that Supports Vision Work in Radiology.
Comput. Support. Cooperative Work.
Giulia Anichini, Chiara Natali, Federico Cabitza
2024 J jnl
Never tell me the odds: Investigating pro-hoc explanations in medical decision making.
Artif. Intell. Medicine
Federico Cabitza, Chiara Natali, Lorenzo Famiglini, Andrea Campagner, Valerio Caccavella, Enrico Gallazzi
2024 — conf
Stimulating Cognitive Engagement in Hybrid Decision-Making: Friction, Reliance and Biases (Preface).
HHAI Workshops
Chiara Natali, Brett Frischmann, Federico Cabitza
2023 A* conf
AI Shall Have No Dominion: on How to Measure Technology Dominance in AI-supported Human decision-making.
CHI
Federico Cabitza, Andrea Campagner, Riccardo Angius, Chiara Natali, Carlo Reverberi
2023 — conf
Color Shadows 2: Assessing the Impact of XAI on Diagnostic Decision-Making.
xAI (1)
Chiara Natali, Lorenzo Famiglini, Andrea Campagner, Giovanni Andrea La Maida, Enrico Gallazzi, Federico Cabitza
2023 — conf
Demo: Decision Support System Quality Assessment Tool.
CHItaly
Federico Cabitza, Andrea Campagner, Chiara Natali
2023 C conf
Let Me Think! Investigating the Effect of Explanations Feeding Doubts About the AI Advice.
CD-MAKE
Federico Cabitza, Andrea Campagner, Lorenzo Famiglini, Chiara Natali, Valerio Caccavella, Enrico Gallazzi
2023 J jnl
Painting the Black Box White: Experimental Findings from Applying XAI to an ECG Reading Setting.
Mach. Learn. Knowl. Extr.
Federico Cabitza, Andrea Campagner, Chiara Natali, Enea Parimbelli, Luca Ronzio, Matteo Cameli
2023 — conf
Per Aspera ad Astra, or Flourishing via Friction: Stimulating Cognitive Activation by Design through Frictional Decision Support Systems.
DC@CHItaly
Chiara Natali
2023 J jnl
Quod erat demonstrandum? - Towards a typology of the concept of explanation for the design of explainable AI.
Expert Syst. Appl.
Federico Cabitza, Andrea Campagner, Gianclaudio Malgieri, Chiara Natali, David Schneeberger, Karl Stöger, Andreas Holzinger
2023 J jnl
The Effect of Holographic Heart Models and Mixed Reality for Anatomy Learning in Congenital Heart Disease: An Exploratory Study.
J. Medical Syst.
Angelo Fabio d'Aiello, Federico Cabitza, Chiara Natali, Sophia Viganò, Paolo Ferrero, Ludovica Bognoni, Giulia Pasqualin, Alessandro Giamberti, Massimo Chessa
2023 — conf
The Impact of Gender and Personality in Human-AI Teaming: The Case of Collaborative Question Answering.
INTERACT (2)
Frida Milella, Chiara Natali, Teresa Scantamburlo, Andrea Campagner, Federico Cabitza
2022 — conf
Open, Multiple, Adjunct. Decision Support at the Time of Relational AI.
HHAI
Federico Cabitza, Chiara Natali
2022 J jnl
Painting the black box white: experimental findings from applying XAI to an ECG reading setting.
CoRR
Federico Cabitza, Matteo Cameli, Andrea Campagner, Chiara Natali, Luca Ronzio