Author

Matti Minkkinen

Observed name: Minkkinen, Matti

Institution: University of Turku

Observed institutions: University of Turku, Tampere University, University of Tampere

ORCID: 0000-0002-6406-8093

Observed ORCID: 0000-0002-6406-8093

OpenAlex ID: A5002531936

AI governance: themes, knowledge gaps and future agendas

2023 · Teemu Birkstedt, Matti Minkkinen, et al. · Internet Research · 469

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Defining organizational AI governance

2022 · Matti Mäntymäki, Matti Minkkinen, et al. · AI and Ethics · 443

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The five dimensions of Futures Consciousness

2018 · Sanna Ahvenharju, Matti Minkkinen, et al. · Futures · 289

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

2024 · Joakim Laine, Matti Minkkinen, et al. · Information & Management · 188

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

2022 · Matti Minkkinen, Anniina Niukkanen, et al. · AI & Society · 157

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

2022 · Matti Minkkinen, Joakim Laine, et al. · Digital Society · 137

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Individual futures consciousness: Psychology behind the five-dimensional Futures Consciousness scale

2021 · Sanna Ahvenharju, Fanny Lalot, et al. · Futures · 105

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

2022 · Mäntymäki, Matti, Minkkinen, Matti, et al. · arXiv (Cornell University) · 100

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

2022 · Matti Minkkinen, Markus Philipp Zimmer, et al. · Information Systems Frontiers · 81

Six foresight frames: Classifying policy foresight processes in foresight systems according to perceived unpredictability and pursued change

2019 · Matti Minkkinen, Burkhard Auffermann, et al. · Technological Forecasting and Social Change · 79

Being future-conscious during a global crisis: The protective effect of heightened Futures Consciousness in the COVID-19 pandemic

2021 · Fanny Lalot, Dominic Abrams, et al. · Personality and Individual Differences · 77

Aware of the Future?

2019 · Fanny Lalot, Sanna Ahvenharju, et al. · European Journal of Psychological Assessment · 61

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Theories in Futures Studies: Examining the Theory Base of the Futures Field in Light of Survey Results

2019 · Matti Minkkinen · World Futures Review · 53

AI governance in the system development life cycle

2022 · Samuli Laato, Teemu Birkstedt, et al. · IEEE/ACM International Conference on AI Engineering – Software Engineering for AI (CAIN) · 50

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

2025 · Joakim Laine, Matti Minkkinen, et al. · Communications of the Association for Information Systems · 49

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Aware of the Future?

2021 · Fanny Lalot, Sanna Ahvenharju, et al. · Psychological Test Adaptation and Development · 47

Testing transformative energy scenarios through causal layered analysis gaming

2016 · Sirkka Heinonen, Matti Minkkinen, et al. · Technological Forecasting and Social Change · 47

Metaphors in futures research

2016 · Sohail Inayatullah, Aleksandra Izgarjan, et al. · Futures · 39

Discerning Between the “Easy” and “Hard” Problems of AI Governance

2023 · Matti Minkkinen, Matti Mäntymäki · IEEE Transactions on Technology and Society · 37

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Exploring knowledge creation, capabilities, and relations in a distributed policy foresight system: Case Finland

2022 · Laura Pouru-Mikkola, Matti Minkkinen, et al. · Technological Forecasting and Social Change · 22

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

2018 · Matti Minkkinen · New Media & Society · 20

The anatomy of plausible futures in policy processes: Comparing the cases of data protection and comprehensive security

2019 · Matti Minkkinen · Technological Forecasting and Social Change · 18

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Framing the future of privacy: citizens’ metaphors for privacy in the coming digital society

2017 · Matti Minkkinen, Burkhard Auffermann, et al. · European Journal of Futures Research · 16

Towards Ecosystems for Responsible AI

2021 · Matti Minkkinen, Markus Philipp Zimmer, et al. · Lecture notes in computer science · 15

Interpreting built cityscape: Deconstructing the metaphorical messages of futuristic buildings

2016 · Sirkka Heinonen, Matti Minkkinen · Futures · 13

Works count: 54

Citation count: 2,665

H-index: 20

I10-index: 27