How the machine ‘thinks’: Understanding opacity in machine learning algorithms

• Measuring attitudes toward responsible AI in engineering – development and validation of the RAISE scale

  2026 European Journal of Engineering Education article Social Sciences Ethics and Social Impacts of AI Open access

  2

  citations
• Hybrid Intelligence and Corporate Governance: Division of Labour or Hybrid Ensembles?

  2026 Lecture notes in computer science conference-paper Social Sciences Ethics and Social Impacts of AI

  0

  citations
• Complexity, understandability, and compatibility: A comparative study of AI advisory systems for National Security

  2025 Government Information Quarterly article Social Sciences E-Government and Public Services Open access

  0

  citations
• Why generative AI is different from designed technology regarding task-relatedness, user interaction, and agency

  2025 Big Data & Society article Arts and Humanities Cybernetics and Technology in Society Open access

  12

  citations
• Von der Kunst des Lernens

  2024 Digitale Soziologie book-chapter Computer Science Machine Learning and Algorithms Open access

  0

  citations
• Einleitung

  2024 Digitale Soziologie book-chapter Social Sciences German Social Sciences and History Open access

  0

  citations
• Conceptual Clarifications

  2024 Springer eBooks book-chapter Computer Science Explainable Artificial Intelligence (XAI)

  0

  citations
• The Ethics of Explainability

  2024 Springer eBooks book-chapter Computer Science Explainable Artificial Intelligence (XAI)

  0

  citations
• Organizing public sector AI adoption: Navigating between separation and integration

  2023 Government Information Quarterly article Social Sciences E-Government and Public Services Open access

  143

  citations
• ‘Just like I thought’: Street‐level bureaucrats trust AI recommendations if they confirm their professional judgment

  2023 Public Administration Review article Social Sciences Ethics and Social Impacts of AI Open access

  119

  citations
• Transparency’s Role in AI Governance

  2022 Oxford University Press eBooks book-chapter Social Sciences Ethics and Social Impacts of AI

  2

  citations
• Explainable artificial intelligence (XAI) post-hoc explainability methods: risks and limitations in non-discrimination law

  2022 AI and Ethics article Computer Science Explainable Artificial Intelligence (XAI) cited by 1 patent

  125

  citations
• The future of human behaviour research

  2022 Nature Human Behaviour article Decision Sciences Interdisciplinary Research and Collaboration Open access

  81

  citations
• Toy story or children story? Putting children and their rights at the forefront of the artificial intelligence revolution

  2021 AI & Society article Social Sciences Ethics and Social Impacts of AI Open access

  52

  citations
• Controlled by the algorithm, coached by the crowd – how HRM activities take shape on digital work platforms in the gig economy

  2021 The International Journal of Human Resource Management article Social Sciences Digital Economy and Work Transformation Open access

  171

  citations
• Introduction to special issue algorithmic transparency in government: Towards a multi-level perspective

  2020 Information Polity article Social Sciences E-Government and Public Services Open access

  33

  citations
• Towards Transparency by Design for Artificial Intelligence

  2020 Science and Engineering Ethics article Computer Science Explainable Artificial Intelligence (XAI) Open access

  584

  citations

17 results