Publications

You can also find my articles on my Google Scholar profile.

Key Publications


AIRO: An Ontology for Representing AI Risks Based on the Proposed EU AI Act and ISO Risk Management Standards

Published in SEMANTiCS, 2022

Recommended citation: D. Golpayegani, H.J. Pandit, D. Lewis. (2022). "AIRO: An Ontology for Representing AI Risks Based on the Proposed EU AI Act and ISO Risk Management Standards." SEMANTiCS.
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To Be High-Risk, or Not to Be—Semantic Specifications and Implications of the AI Act's High-Risk AI Applications and Harmonised Standards

Published in Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency (FAccT), 2023

Recommended citation: D. Golpayegani, H.J. Pandit, D. Lewis. (2023). "To Be High-Risk, or Not to Be—Semantic Specifications and Implications of the AI Act's High-Risk AI Applications and Harmonised Standards." Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency.
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AI Cards: Towards an Applied Framework for Machine-Readable AI and Risk Documentation Inspired by the EU AI Act

Published in Annual Privacy Forum, 2024

Recommended citation: D. Golpayegani, I. Hupont, C. Panigutti, H.J. Pandit, S. Schade, D. O'Sullivan, et al.. (2024). "AI Cards: Towards an Applied Framework for Machine-Readable AI and Risk Documentation Inspired by the EU AI Act." Annual Privacy Forum.

Journal Articles


Impact assessment requirements in the GDPR vs the AI Act: Overlaps, divergence, and implications

Published in Computer Law & Security Review, 2026

Recommended citation: T. Rintamäki, D. Golpayegani, D. Lewis, E. Celeste, H.J. Pandit. (2026). "Impact assessment requirements in the GDPR vs the AI Act: Overlaps, divergence, and implications." Computer Law & Security Review.

Semantic frameworks to support implementation of the EU AI Act

Published in Computer Law & Security Review, 2026

Recommended citation: D. Golpayegani, H.J. Pandit, D. O'Sullivan, D. Lewis. (2026). "Semantic frameworks to support implementation of the EU AI Act." Computer Law & Security Review.
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An open knowledge graph-based approach for mapping concepts and requirements between the EU AI Act and international standards

Published in AI and Ethics, 2025

Recommended citation: J. Hernandez, D. Golpayegani, D. Lewis. (2025). "An open knowledge graph-based approach for mapping concepts and requirements between the EU AI Act and international standards." AI and Ethics.

Conference Papers


Assessing AI Certification Validity via Knowledge Graphs for Use Case Similarity

Published in EurIPS 2025 Workshop on Private AI Governance, 2025

Recommended citation: E.M. Daly, J. Gajcin, I. Vejsbjerg, D. Golpayegani, R. Nair, K.R. Varshney. (2025). "Assessing AI Certification Validity via Knowledge Graphs for Use Case Similarity." EurIPS 2025 Workshop on Private AI Governance.

Semantic Patterns of Prohibited AI Systems in the EU AI Act

Published in NeXt-generation Data Governance Workshop, 2025

Recommended citation: D. Golpayegani, H.J. Pandit, D. Lewis. (2025). "Semantic Patterns of Prohibited AI Systems in the EU AI Act." NeXt-generation Data Governance Workshop.

Uncovering AI Governance Themes in EU Policies using BERTopic and Thematic Analysis

Published in JURIX, 2025

Recommended citation: D. Golpayegani, M. Lasek-Markey, A. Younus, A. Kerr, D. Lewis. (2025). "Uncovering AI Governance Themes in EU Policies using BERTopic and Thematic Analysis." JURIX.

AICat: An AI Cataloguing Approach to Support the EU AI Act

Published in 32nd Irish Conference on Artificial Intelligence and Cognitive Science, 2024

Recommended citation: D. Golpayegani, H.J. Pandit, D. Lewis. (2024). "AICat: An AI Cataloguing Approach to Support the EU AI Act." 32nd Irish Conference on Artificial Intelligence and Cognitive Science.

AIUP: an ODRL Profile for Expressing AI Use Policies to Support the EU AI Act

Published in SEMANTiCS (Posters, Demos, Workshops & Tutorials), 2024

Recommended citation: D. Golpayegani, B. Esteves, H.J. Pandit, D. Lewis. (2024). "AIUP: an ODRL Profile for Expressing AI Use Policies to Support the EU AI Act." SEMANTiCS (Posters, Demos, Workshops & Tutorials).

Data Privacy Vocabulary (DPV) – Version 2.0

Published in International Semantic Web Conference (ISWC), 2024

Recommended citation: H.J. Pandit, B. Esteves, G.P. Krog, P. Ryan, D. Golpayegani, J. Flake. (2024). "Data Privacy Vocabulary (DPV) – Version 2.0." International Semantic Web Conference.

Ontology-Based Approach for Mapping Concepts and Requirements from Regulations and Standards: The Case of the EU AI Act and International Standards

Published in Legal Knowledge and Information Systems, 2024

Recommended citation: J. Hernandez, D. Golpayegani, D. Lewis. (2024). "Ontology-Based Approach for Mapping Concepts and Requirements from Regulations and Standards: The Case of the EU AI Act and International Standards." Legal Knowledge and Information Systems.

Comparison and Analysis of 3 Key AI Documents: EU's Proposed AI Act, Assessment List for Trustworthy AI (ALTAI), and ISO/IEC 42001 AI Management System

Published in Irish Conference on Artificial Intelligence and Cognitive Science, 2022

Recommended citation: D. Golpayegani, H.J. Pandit, D. Lewis. (2022). "Comparison and Analysis of 3 Key AI Documents: EU's Proposed AI Act, Assessment List for Trustworthy AI (ALTAI), and ISO/IEC 42001 AI Management System." Irish Conference on Artificial Intelligence and Cognitive Science.

Towards a Taxonomy of AI Risks in the Health Domain

Published in , 2022

Recommended citation: D. Golpayegani, J. Hovsha, L. Rossmaier, R. Saniei, J. Misic. (2022). "Towards a Taxonomy of AI Risks in the Health Domain."

A Classification Taxonomy for Public Services in Iran

Published in ICEIS (2), 2018

Recommended citation: F.S. Aliee, R. Bagheriasl, A. Mahjoorian, M. Mobasheri, F. Hosieni, et al.. (2018). "A Classification Taxonomy for Public Services in Iran." ICEIS (2).

Towards a National Enterprise Architecture Framework in Iran

Published in International Conference on Enterprise Information Systems, 2017

Recommended citation: F.S. Aliee, R. Bagheriasl, A. Mahjoorian, M. Mobasheri, F. Hoseini, et al.. (2017). "Towards a National Enterprise Architecture Framework in Iran." International Conference on Enterprise Information Systems.

Making a Tradeoff Between Adaptation and Integration in Adaptive Service Based Systems

Published in 2015 International Symposium on Computer Science and Software Engineering, 2015

Recommended citation: D. Golpayegani, F. Shams. (2015). "Making a Tradeoff Between Adaptation and Integration in Adaptive Service Based Systems." 2015 International Symposium on Computer Science and Software Engineering.

Preprints


ADAPT Centre Contribution on Implementation of the EU AI Act and Fundamental Right Protection

Published in arXiv preprint, 2025

Recommended citation: D. Lewis, M. Lasek-Markey, H.J. Pandit, D. Golpayegani, D. McCabe, et al.. (2025). "ADAPT Centre Contribution on Implementation of the EU AI Act and Fundamental Right Protection." arXiv preprint.

Mapping the regulatory learning space for the EU AI Act

Published in arXiv preprint, 2025

Recommended citation: D. Lewis, M. Lasek-Markey, D. Golpayegani, H.J. Pandit. (2025). "Mapping the regulatory learning space for the EU AI Act." arXiv preprint.

A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms

Published in arXiv preprint, 2024

Recommended citation: G. Abercrombie, D. Benbouzid, P. Giudici, D. Golpayegani, J. Hernandez, et al.. (2024). "A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms." arXiv preprint.