Research

Selected Working Papers


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Deborah Mateja, Youngjin Yoo, Armin Heinzl: 2nd Round Review at MIS Quarterly 

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Deborah Mateja, Dominik Gutt, Alexander Dietrich, Armin Heinzl: 2nd Round Review at Information Systems Research

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Deborah Mateja, Florian Rüffer, Armin Heinzl: 2nd Round Review at Information Systems Journal

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Philipp Hoffmann, Deborah Mateja, Kai Spohrer, Armin Heinzl: Under Review at European Journal of Information Systems

Journal Publications


Towards Machine Learning as an Enabler of Computational Creativity

Deborah Mateja, Armin Heinzl: IEEE Transactions on  Artificial Intelligence 2 (6), 460-47, 2021.

Peer-Reviewed Conferences 


Explaining Multimodal AI Predictions: A Conceptual Review

Florian Rüffer, Deborah Mateja, Armin Heinzl: ECIS Proceedings 2026. 

The Role of Ego-Involvement in Evaluating AI Creativity 

Deborah Mateja, Maria Suddenko, Monica Fallon, Alexander Dietrich, Armin Heinzl: ECIS Proceedings, 2024. 

AnimateSVG: Autonomous Creation and Aesthetics Evaluation of Scalable Vector Graphics Animations for the Case of Brand Logos

Deborah Mateja, Rebecca Armbruster, Jonathan Baumert, Tim Bleil, Jakob Langenbahn, Jan Schwedhelm, Sarah Sester, Armin Heinzl: AAAI-2023 Proceedings. 

Socio-behavioral Elements in Data-driven Requirements Engineering: The Case of Enterprise Cloud Software

Philipp Hoffmann, Deborah Mateja, Kai Spohrer, Armin Heinzl: ECIS Proceedings, 2020. 

Bridging the Vendor-User Gap in Enterprise Cloud Software Development through Data-driven Requirements Engineering 

Philipp Hoffmann, Deborah Mateja, Kai Spohrer, Armin Heinzl: ICIS Proceedings, 2019. 

Book Chapter


Computergestützte Kreativität

Deborah Mateja, Armin Heinzl: Handbuch Digitalisierung, 2022.

Dissertation


Creativity and Artificial Intelligence: Conceptual Foundations, Design, and Use

Doctoral Dissertation - Deborah Mateja, 2025.