
MARCONI LUCA
Publications
Natali, C., Marconi, L., Fregosi, C., Cabitza, F. (2026). Humans in the Group, Computers in the Coop. Comparison of Individual and Collective Improvement in Cognitive Tasks in Adjunct AI Settings. In Human Work Interaction Design. Sustainable Workplaces by Design IFIP WG 13.6 and WG 13.5 Joint Working Conference, HWID 2024, Milan, Italy, September 5–6, 2024, Revised Selected Papers (pp.174-191). Springer Science and Business Media Deutschland GmbH [10.1007/978-3-031-95334-7_11]. Detail
Marconi, L., Cabitza, F. (2025). Tutor or Mentor. A Comparative Usability Study of AI Roles in Higher Education. In Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED
26th International Conference, AIED 2025, Palermo, Italy, July 22–26, 2025, Proceedings, Part III (pp.201-208). Springer [10.1007/978-3-031-99267-4_25]. DetailCampagner, A., Marconi, L., Bianchi, E., Arosio, B., Rossi, P., Annoni, G., et al. (2025). Uncovering hidden subtypes in dementia: An unsupervised machine learning approach to dementia diagnosis and personalization of care. JOURNAL OF BIOMEDICAL INFORMATICS, 165(May 2025) [10.1016/j.jbi.2025.104799]. Detail
Marconi, L., Cabitza, F. (2025). Show and tell: A critical review on robustness and uncertainty for a more responsible medical AI. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 202(October 2025) [10.1016/j.ijmedinf.2025.105970]. Detail
Natali, C., Marconi, L., Dias Duran, L., Cabitza, F. (2025). AI-induced Deskilling in Medicine: A Mixed-Method Review and Research Agenda for Healthcare and Beyond. ARTIFICIAL INTELLIGENCE REVIEW, 58(11) [10.1007/s10462-025-11352-1]. Detail
Awards
Awards
- Premio di Ricerca John McCarthy per ricercatrici e ricercatori italiani under 35, AI Week Italia, 2022
- ELISE 1st Open Call - European Network of AI Excellence Centres, ELISE - European Network of AI Excellence Centres, 2021
Scientific fellowships
- Socio effettivo o corrispondente - BicoccAlumni, 2023
- Socio effettivo o corrispondente - International Artificial Intelligence in Education Society (IAIED Society), 2023
- Socio effettivo o corrispondente - International Society for Development and Sustainability (ISDS), 2023
- Socio effettivo o corrispondente - Associazione Italiana per l’Intelligenza Artificiale (AIxIA), 2020
- Socio effettivo o corrispondente - Alumni Politecnico di Milano, 2016
Editorial boards
- Altro tipo di attività editoriale - COMPUTERS IN HUMAN BEHAVIOR. ARTIFICIAL HUMANS, 2025
- Altro tipo di attività editoriale - COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2025
- Altro tipo di attività editoriale - BEHAVIORAL & INFORMATION TECHNOLOGY, 2024
- Altro tipo di attività editoriale - BMJ OPEN, 2024
- Altro tipo di attività editoriale - PATTERNS, 2024
- Altro tipo di attività editoriale - ARTIFICIAL INTELLIGENCE REVIEW, 2024
- Altro tipo di attività editoriale - INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 2023
- Altro tipo di attività editoriale - APPLIED ARTIFICIAL INTELLIGENCE, 2023
- Altro tipo di attività editoriale - INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2022
Research and teaching assignments
- Attivita' didattica - Tutorato didattico (tipo A), insegnamento "Fuzzy Systems and Evolutionary Computing" (SSD INF/01, 30 ore), CdL in Artificial Intelligence, a.a. 2023/2024, Dipartimento di Informatica, Sistemistica e Comunicazione, Università degli Studi di Milano-Bicocca - Università degli Studi di MILANO-BICOCCA, 2025
- Professore a contratto - Professore a contratto per il corso "Sistemi Informativi" (2 CFU, 16 ore di lezione frontale, SSD ING/INF-05), II semestre, a.a. 2024/2025, CdL in Informatica, Dipartimento di Informatica, Sistemistica e Comunicazione, Università di Milano-Bicocca - Università degli Studi di MILANO-BICOCCA, 2025
- Professore a contratto - Professore a contratto per il corso "Human-System Interaction - Mod. 1" (1 CFU, 12 ore di esercitazioni, SSD ING-INF/05), I semestre, a.a. 2023/2024 e 2024/2025, CdL in Artificial Intelligence, Dipartimento di Informatica, Sistemistica e Comunicazione - Università degli Studi di MILANO-BICOCCA, 2023
- Attivita' didattica - Lezioni tenute nel corso di Gestione della Conoscenza per la Professoressa Manzoni (anni accademici: 2021-2022, 2020-2021, 2019-2020) - Università degli Studi di MILANO-BICOCCA, 2020
- Attivita' didattica - Tutorato didattico (tipo A), insegnamento "Fuzzy Systems and Evolutionary Computing" (SSD INF/01, 30 ore), CdL in Artificial Intelligence, a.a. 2024/2025, Dipartimento di Informatica, Sistemistica e Comunicazione, Università degli Studi di Milano-Bicocca - Università degli Studi di MILANO-BICOCCA, 2024
Congresses/Conferences
- Program committee - 8th AAAI/ACM Conference on AI, Ethics, and Society (AIES 2025)(Spagna), 2025
- Revisore - 20th International Conference on Human-Computer Interaction (INTERACT 2025)(Brasile), 2025
- Revisore - 20th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT 2025)(Brasile), 2025
- Revisore - 26th International Conference on Artificial Intelligence in Education (AIED 2025)(Italia), 2025
- Revisore - 23rd International Conference on Artificial Intelligence in Medicine (AIME 2025)(Italia), 2025
- Revisore - ACM CHI conference on Human Factors in Computing Systems (CHI 2025)(Giappone), 2025
- Program committee - Workshop "Algorithmic Authority & AI Influence in Decision Settings: Theories and Implications for Design", co-located with the Twelfth International Conference on Human-Agent Interaction (HAI 2024)(Regno Unito), 2024
- Program committee - 1st International Conference on Explainable AI for Neural and Symbolic Methods (EXPLAINS 2024)(Portogallo), 2024
- Altro ruolo - IJCAI 2024 Workshop on Explainable Artificial Intelligence (XAI), co-located with the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), 2024
- Altro ruolo - 2nd World Conference on Explainable Artificial Intelligence (XAI2024)(Malta), 2024
- Partecipazione al comitato organizzativo - 1° Convegno su Intelligenza Artificiale e Naturale (IAN 23)(Italia), 2023
- Program chair - 2nd Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2022), co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022)(Italia), 2022
- Program committee - 2nd Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2022), co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022)(Italia), 2022
- Partecipazione al comitato organizzativo - 2nd Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2022), co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022)(Italia), 2022
- Partecipazione al comitato organizzativo - Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2021), co-located with the 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021), 2021
- Program committee - Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2021), co-located with the 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021), 2021
- Program chair - Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2021), co-located with the 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021), 2021