Matti Minkkinen

According to our database, Matti Minkkinen authored at least 18 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Understanding the Ethics of Generative AI: Established and New Ethical Principles.

Joakim Laine, Matti Minkkinen, Matti Mäntymäki

Commun. Assoc. Inf. Syst., 2025

AI Governance as a Mediator Between Institutional Pressures and Workplace Use of Generative AI.

Helen Pervez, Matti Minkkinen, Henrietta Jylhä, Matti Mäntymäki

Proceedings of the Pervasive Digital Services for People's Well-Being, Inclusion and Sustainable Development, 2025

2024

What about investors? ESG analyses as tools for ethics-based AI auditing.

Matti Minkkinen, Anniina Niukkanen, Matti Mäntymäki

AI Soc., February, 2024

Ethics-based AI auditing: A systematic literature review on conceptualizations of ethical principles and knowledge contributions to stakeholders.

Joakim Laine, Matti Minkkinen, Matti Mäntymäki

Inf. Manag., 2024

Machine Learning System Development in Information Systems Development Praxis.

Samuli Laato, Matti Minkkinen, Matti Mäntymäki, Denis Dennehy

Commun. Assoc. Inf. Syst., 2024

Narrative Approach to Futures: Future-Oriented Perspective to Responsible Digital Transformation.

Markus Philipp Zimmer, Matti Minkkinen

Proceedings of the 32nd European Conference on Information Systems, 2024

2023

Co-Shaping an Ecosystem for Responsible AI: Five Types of Expectation Work in Response to a Technological Frame.

Matti Minkkinen, Markus Philipp Zimmer, Matti Mäntymäki

Inf. Syst. Frontiers, February, 2023

AI governance: themes, knowledge gaps and future agendas.

Teemu Birkstedt, Matti Minkkinen, Anushree Tandon, Matti Mäntymäki

Internet Res., 2023

Designing an AI governance framework: From research-based premises to meta-requirements.

Matti Mäntymäki, Matti Minkkinen, Markus Philipp Zimmer, Teemu Birkstedt, Mika Viljanen

Proceedings of the 31st European Conference on Information Systems, 2023

2022

Continuous Auditing of Artificial Intelligence: a Conceptualization and Assessment of Tools and Frameworks.

Matti Minkkinen, Joakim Laine, Matti Mäntymäki

Digit. Soc., December, 2022

Responsible Artificial Intelligence Systems Critical considerations for business model design.

Markus Philipp Zimmer, Matti Minkkinen, Matti Mäntymäki

Scand. J. Inf. Syst., 2022

Putting AI Ethics into Practice: The Hourglass Model of Organizational AI Governance.

Matti Mäntymäki, Matti Minkkinen, Teemu Birkstedt, Mika Viljanen

CoRR, 2022

Defining organizational AI governance.

Matti Mäntymäki, Matti Minkkinen, Teemu Birkstedt, Mika Viljanen

AI Ethics, 2022

Clustering Design Science Research Based on the Nature of the Designed Artifact.

Joakim Laine, Markus Philipp Zimmer, Matti Minkkinen, Hannu Salmela, Matti Mäntymäki

Proceedings of the Role of Digital Technologies in Shaping the Post-Pandemic World, 2022

Integrating Machine Learning with Software Development Lifecycles: Insights from Experts.

Samuli Laato, Matti Mäntymäki, Matti Minkkinen, Teemu Birkstedt, A. K. M. Najmul Islam, Denis Dennehy

Proceedings of the 30th European Conference on Information Systems, 2022

AI governance in the system development life cycle: insights on responsible machine learning engineering.

Samuli Laato, Teemu Birkstedt, Matti Mäntymäki, Matti Minkkinen, Tommi Mikkonen

Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI, 2022

2021

Towards Ecosystems for Responsible AI - Expectations on Sociotechnical Systems, Agendas, and Networks in EU Documents.

Matti Minkkinen, Markus Philipp Zimmer, Matti Mäntymäki

Proceedings of the Responsible AI and Analytics for an Ethical and Inclusive Digitized Society, 2021

2019

Making the future by using the future: A study on influencing privacy protection rules through anticipatory storylines.

Matti Minkkinen

New Media Soc., 2019