Matti
Minkkinen
PostDoctoral Researcher, Information Systems Science
FT
Links
Areas of expertise
Scenarios
Causal layered analysis
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
Clustering Design Science Research Based on the Nature of the Designed Artifact (2022)
Conference on e-Business, e-Services and e-Society, Lecture Notes in Computer Science
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Responsible Artificial Intelligence Systems Critical considerations for business model design (2022)
Scandinavian Journal of Information Systems
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Co-Shaping an Ecosystem for Responsible AI: Five Types of Expectation Work in Response to a Technological Frame (2022)
Information Systems Frontiers
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Futura 4/2022: Tulevaisuudentutkimuksen maailma mosaiikkina (2022)
Futura
(Toimitustyö tieteelliselle lehdelle, kokoomateokselle tai konferenssijulkaisulle (C2))
Continuous auditing of artificial intelligence: a conceptualization and assessment of tools and frameworks (2022)
Digital society
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Tulevaisuudentutkimusta Australiassa ja Uudessa-Seelannissa (2022)
Futura
(Kirjoitus tai data-artikkeli tieteellisessä aikakauslehdessä (B1))
Integrating machine learning with software development lifecycles: Insights from experts (2022)
European Conference on Information Systems, European Conference on Information Systems
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
AI Governance in the System Development Life Cycle: Insights on Responsible Machine Learning Engineering (2022)
International Conference on AI Engineering – Software Engineering for AI
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Individual futures consciousness: Psychology behind the five-dimensional Futures Consciousness scale (2021)
Futures
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Towards Ecosystems for Responsible AI: Expectations on Sociotechnical Systems, Agendas, and Networks in EU Documents (2021)
Conference on e-Business, e-Services and e-Society, Lecture Notes in Computer Science
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))