Constantin Brîncoveanu

M.Sc. Business Informatics

Room: 2.263
brincoveanu(at)wiwi.uni-frankfurt.de
Website | LinkedIn | ORCiD | ResearchGate

Biography

Constantin Brîncoveanu completed his Master’s degree in Business Informatics at the Technical University of Vienna, specializing in Machine Learning and International Economics. Throughout his professional career, he has gained extensive experience as a Machine Learning Engineer and Data Scientist with Cloudflight, Deutsche Bundesbank, and Magenta Telekom Austria, focusing on scalable AI solutions and data management across various business sectors.

His research investigates the design of human-centric intelligent systems. He focuses on resolving the tension between algorithmic utility and user autonomy within the domains of Smart Living and Sustainable Mobility. His work explores how data-driven services can be designed to support trust, incentivize data sharing, and enable fair, sustainable business models.

Since March 2024, he has been a doctoral candidate and research associate at the Chair of Business Informatics and Information Management (Prof. Dr. Oliver Hinz). By combining his technical background in ML with empirical research methods, he aims to bridge the gap between technical feasibility and user acceptance in the digital economy.

Publications

Brîncoveanu, Constantin / Carl, K. Valerie (2025): "Designing Fair and Sustainable Leasing: A Dual-Response Choice-Based Conjoint Analysis of the Fair-Wear Pricing Model", Archives of Data Science, Series A, forthcoming.

Brîncoveanu, Constantin (2025): "Trust Me, I'm Funny: Humor, Personalization, and Trust in Conversational Agents", INFORMATIK 2025, Potsdam, Germany. doi.org/10.18420/inf2025_83 [Download]

Witzki, Aaron / Brîncoveanu, Constantin / Carl, K. Valerie (2025): "How may I help you? Evaluating User Sentiment Toward Generative AI-Designed Interfaces", INFORMATIK 2025, Potsdam, Germany, forthcoming.

Brîncoveanu, Constantin / Carl, K. Valerie / Witzki, Aaron / Hinz, Oliver (2025): "Augmenting Systematic Literature Reviews: A Human-AI Collaborative Framework", KI2025 - 48th German Conference on Artificial Intelligence, Potsdam, Germany. doi.org/10.1007/978-3-032-02813-6_1

Dreesbach, Tobias / Dankert, Léon / Brîncoveanu, Constantin / Carl, K. Valerie / Hinz, Oliver / Thomas, Oliver (2025): "Toward Consistent Data Quality Assessment in Heterogeneous Smart Living Systems", CBI 2025 – 27th International Conference on Business Informatics, Lisbon, Portugal, forthcoming.

Brîncoveanu, Constantin / Carl, K. Valerie / Hinz, Oliver (2025): "Mehr Fairness, weniger Verschleiß? Datengetriebenes Leasing mit dem Fair-Wear Pricing Model (FWPM)", HMD Praxis der Wirtschaftsinformatik, 62, pp. 921-940. doi.org/10.1365/s40702-025-01196-2 [Download]

Carl, K. Valerie / Brîncoveanu, Constantin / Hinz, Oliver (2024): "How to Promote the Spread of Data-Driven Business Models by Involving all Relevant Stakeholders? The Case of the Pay-Per-Stress Model", INFORMATIK 2024, Wiesbaden, Germany. dx.doi.org/10.18420/inf2024_157 [Download]

Brîncoveanu, Constantin / Carl, K. Valerie / Binz, Simon / Weiher, Moritz-Andre / Thomas, Oliver / Hinz, Oliver (2024): "Artificial Intelligence-Based Assistance Systems for Environmental Sustainability in Smart Homes. A Systematic Literature Review on Requirements and Future Directions", INFORMATIK 2024, Wiesbaden, Germany. dx.doi.org/10.18420/inf2024_103 [Download]

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