Matti Minkkinen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Systems Development

Development Lifecycle

Top Venues

Scand. J. Inf. Syst.

Publications

Samuli Laato, Matti Minkkinen, Matti Mäntymäki, Denis Dennehy
Machine Learning System Development in Information Systems Development Praxis. Commun. Assoc. Inf. Syst. 54 (2024)
Joakim Laine, Matti Minkkinen, Matti Mäntymäki
Ethics-based AI auditing: A systematic literature review on conceptualizations of ethical principles and knowledge contributions to stakeholders. Inf. Manag. 61 (5) (2024)
Matti Minkkinen, Anniina Niukkanen, Matti Mäntymäki
What about investors? ESG analyses as tools for ethics-based AI auditing. AI Soc. 39 (1) (2024)
Matti Mäntymäki, Matti Minkkinen, Markus Philipp Zimmer, Teemu Birkstedt, Mika Viljanen
Designing an AI governance framework: From research-based premises to meta-requirements. ECIS (2023)
Matti Minkkinen, Markus Philipp Zimmer, Matti Mäntymäki
Co-Shaping an Ecosystem for Responsible AI: Five Types of Expectation Work in Response to a Technological Frame. Inf. Syst. Frontiers 25 (1) (2023)
Teemu Birkstedt, Matti Minkkinen, Anushree Tandon, Matti Mäntymäki
AI governance: themes, knowledge gaps and future agendas. Internet Res. 33 (7) (2023)
Matti Mäntymäki, Matti Minkkinen, Teemu Birkstedt, Mika Viljanen
Putting AI Ethics into Practice: The Hourglass Model of Organizational AI Governance. CoRR (2022)
Matti Minkkinen, Joakim Laine, Matti Mäntymäki
Continuous Auditing of Artificial Intelligence: a Conceptualization and Assessment of Tools and Frameworks. Digit. Soc. 1 (3) (2022)
Samuli Laato, Matti Mäntymäki, Matti Minkkinen, Teemu Birkstedt, A. K. M. Najmul Islam, Denis Dennehy
Integrating Machine Learning with Software Development Lifecycles: Insights from Experts. ECIS (2022)
Matti Mäntymäki, Matti Minkkinen, Teemu Birkstedt, Mika Viljanen
Defining organizational AI governance. AI Ethics 2 (4) (2022)
Markus Philipp Zimmer, Matti Minkkinen, Matti Mäntymäki
Responsible Artificial Intelligence Systems Critical considerations for business model design. Scand. J. Inf. Syst. 34 (2) (2022)
Joakim Laine, Markus Philipp Zimmer, Matti Minkkinen, Hannu Salmela, Matti Mäntymäki
Clustering Design Science Research Based on the Nature of the Designed Artifact. I3E (2022)
Samuli Laato, Teemu Birkstedt, Matti Mäntymäki, Matti Minkkinen, Tommi Mikkonen
AI governance in the system development life cycle: insights on responsible machine learning engineering. CAIN (2022)
Matti Minkkinen, Markus Philipp Zimmer, Matti Mäntymäki
Towards Ecosystems for Responsible AI - Expectations on Sociotechnical Systems, Agendas, and Networks in EU Documents. I3E (2021)
Matti Minkkinen
Making the future by using the future: A study on influencing privacy protection rules through anticipatory storylines. New Media Soc. 21 (4) (2019)