Matti
Minkkinen
Assistant Professor, Information Systems Science
FT
Links
Areas of expertise
AI governance
Responsible AI
Scenarios
Ethics of futures research
Privacy protection
Institutional change
Research
My research covers the dynamics of expectations and technologies and the impacts of the digital transformation on individuals and organizations. I have several years’ research and teaching experience on the interplay between future visions and socio-technical change as well as foresight methods. Recently, I have studied responsible artificial intelligence as a socio-technical and networked phenomenon, European debates on privacy protection, systemic foresight processes, and futures consciousness as a human capacity.
Publications
AI Governance as a Mediator Between Institutional Pressures and Workplace Use of Generative AI (2025)
Lecture Notes in Computer Science
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Understanding the Ethics of Generative AI : Established and New Ethical Principles (2025)
Communications of the Association for Information Systems
(A2 Vertaisarvioitu katsausartikkeli tieteellisessä lehdessä)
Futura 2/2025 : Tulevaisuudentutkimuksen menetelmälliset rajat ja rajanylitykset (2025)
Futura
(C2 Toimitustyö tieteellisen lehden erikoisnumerolle)
Tulevaisuudentutkimuksen menetelmälliset rajat ja rajanylitykset (2025)
Futura
(B1 Vertaisarvioimaton kirjoitus tieteellisessä lehdessä )
Ethics-based AI auditing : A systematic literature review on conceptualizations of ethical principles and knowledge contributions to stakeholders (2024)
Information and Management
(A2 Vertaisarvioitu katsausartikkeli tieteellisessä lehdessä)
Narrative approach to futures : future-oriented perspective to responsible digital transformation (2024)
European Conference on Information Systems, European Conference on Information Systems
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Machine Learning System Development in Information Systems Development Praxis (2024)
Communications of the Association for Information Systems
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
What about investors? ESG analyses as tools for ethics-based AI auditing (2024)
AI and Society
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Exploring knowledge creation, capabilities, and relations in a distributed policy foresight system: Case Finland (2023)
Technological Forecasting and Social Change
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Co-Shaping an Ecosystem for Responsible AI: Five Types of Expectation Work in Response to a Technological Frame (2023)
Information Systems Frontiers
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))