Hannah Luca Deters , M. Sc. – Institut für Praktische Informatik

Deters H, Burgath L, Schneider K. Explainer Pattern – A Design Pattern for the Integration of Explanations in Code. IEEE SOFTWARE. 2026. Epub 2026. doi: 10.1109/ms.2026.3672890

Droste J, Deters H, Hess A, Schmid E. Welcome to the 1st International Workshop on Participatory, User-centered Requirements Engineering (PURE'26). CEUR Workshop Proceedings. 2026;4208.

Obaidi M, Qengaj K, Deters H, Droste J, Herrmann M, Schneider K et al. Understanding Usefulness in Developer Explanations on Stack Overflow. in Guizzardi R, Araújo J, Hrsg., Requirements Engineering: Foundation for Software Quality - 32nd International Working Conference, REFSQ 2026, Proceedings. Springer Science and Business Media Deutschland GmbH. 2026. S. 126-142. (Lecture Notes in Computer Science). doi: 10.1007/978-3-032-21423-2_9

Reinhardt L, Deters HL, Droste JRC, Schneider K. All Eyes on User Needs: Using Gaze and Pupillometric Measures to Identify Explanation Needs. in Guizzardi R, Araújo J, Hrsg., Requirements Engineering: Foundation for Software Quality: 32nd International Working Conference, REFSQ 2026, Poznań, Poland, March 23–26, 2026, Proceedings. 2026. S. 36-52. (Lecture Notes in Computer Science). doi: 10.1007/978-3-032-21423-2_3

Deters H, Droste J, Obaidi M, Schneider K. Exploring the means to measure explainability: Metrics, heuristics and questionnaires. Information and Software Technology. 2025 Mai;181:107682. Epub 2025 Feb 8. doi: 10.1016/j.infsof.2025.107682

Deters H, Reinhardt L, Droste J, Obaidi M, Schneider K. Identifying Explanation Needs: Towards a Catalog of User-based Indicators. in Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference, RE 2025. IEEE Computer Society. 2025. S. 31-42. (Proceedings of the IEEE International Conference on Requirements Engineering). doi: 10.1109/RE63999.2025.00014

Droste J, Deters H, Obaidi M, Klünder J, Schneider K. Framing what can be explained: an operational taxonomy for explainability needs. Requirements engineering. 2025 Jun;30(2):195-217. Epub 2025 Mär 25. doi: 10.1007/s00766-025-00440-x

Obaidi M, Droste J, Deters H, Herrmann M, Schneider K, Klünder J et al. Automatic Generation of Explainability Requirements and Software Explanations From User Reviews. in Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference Workshops, REW 2025. Institute of Electrical and Electronics Engineers Inc. 2025. S. 49-58. (Proceedings - IEEE International Requirements Engineering Conference Workshops). doi: 10.1109/REW66121.2025.00011

Obaidi M, Deters H, Droste J, Herrmann M, Schneider K, Voß N et al. Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry. in Proceedings - 2025 IEEE/ACM 47th International Conference on Software Engineering: Software Engineering in Practice, ICSE-SEIP 2025. Institute of Electrical and Electronics Engineers Inc. 2025. S. 653-663 doi: 10.1109/ICSE-SEIP66354.2025.00063, 10.48550/arXiv.2501.08087

Obaidi M, Droste J, Deters H, Herrmann M, Klünder J, Schneider K. Do Users’ Explainability Needs in Software Change with Mood? in Hess A, Susi A, Hrsg., Requirements Engineering: Foundation for Software Quality - 31st International Working Conference, REFSQ 2025, Proceedings. Springer Science and Business Media Deutschland GmbH. 2025. S. 56-71. (Lecture Notes in Computer Science). doi: 10.1007/978-3-031-88531-0_5, 10.48550/arXiv.2502.06546

Obaidi M, Qengaj K, Droste J, Deters H, Herrmann M, Schmid E et al. From App Features to Explanation Needs: Analyzing Correlations and Predictive Potential. in Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference Workshops, REW 2025. Institute of Electrical and Electronics Engineers Inc. 2025. S. 99-106. (Proceedings - IEEE International Requirements Engineering Conference Workshops). doi: 10.1109/REW66121.2025.00017, 10.48550/arXiv.2508.03881

Obaidi M, Fischbach J, Herrmann M, Deters H, Droste J, Klünder J et al. How Does Users’ App Knowledge Influence the Preferred Level of Detail and Format of Software Explanations? in Hess A, Susi A, Hrsg., Requirements Engineering: Foundation for Software Quality - 31st International Working Conference, REFSQ 2025, Proceedings. Springer Science and Business Media Deutschland GmbH. 2025. S. 106-122. (Lecture Notes in Computer Science). doi: 10.1007/978-3-031-88531-0_8, 10.48550/arXiv.2502.06549

Obaidi M, Droste J, Deters H, Herrmann M, Ochsner R, Schneider K et al. How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys: A Comparison of Interviews, Focus Groups, and Surveys. in Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference, RE 2025. IEEE Computer Society. 2025. S. 167-178. (Proceedings of the IEEE International Conference on Requirements Engineering). doi: 10.1109/RE63999.2025.00025, 10.48550/arXiv.2505.23684

Deters H, Droste J, Obaidi M, Schneider K. How Explainable Is Your System? Towards a Quality Model for Explainability. in Mendez D, Mendez D, Moreira A, Moreira A, Hrsg., Requirements Engineering: Foundation for Software Quality - 30th International Working Conference, REFSQ 2024, Proceedings. Springer Nature Switzerland AG. 2024. S. 3-19. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-57327-9_1

Deters H, Droste J, Schneider K. On the Pulse of Requirements Elicitation: Physiological Triggers and Explainability Needs. in REFSQ Co-Located Events 2024: Joint Proceedings of REFSQ-2024 Workshops, Doctoral Symposium, Posters & Tools Track, and Education and Training Track co-located with the 30th International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2024). Band 3672. 2024. (CEUR Workshop Proceedings).

Deters H, Droste J, Hess A, Klös V, Schneider K, Speith T et al. The X Factor: On the Relationship between User eXperience and eXplainability. in NordiCHI '24: Proceedings of the 13th Nordic Conference on Human-Computer Interaction. 2024. 19 Epub 2024 Okt 13. doi: 10.1145/3679318.3685352

Droste J, Fuchs R, Deters H, Klunder J, Schneider K. Explainability Requirements for Time Series Forecasts: A Study in the Energy Domain. in Liebel G, Hadar I, Spoletini P, Hrsg., Proceedings : 32nd IEEE International Requirements Engineering Conference, RE 2024. IEEE Computer Society. 2024. S. 229-239. (Proceedings of the IEEE International Conference on Requirements Engineering). doi: 10.1109/RE59067.2024.00030

Droste J, Deters H, Obaidi M, Schneider K. Explanations in Everyday Software Systems: Towards a Taxonomy for Explainability Needs. in Liebel G, Hadar I, Spoletini P, Hrsg., 2024 IEEE 32nd International Requirements Engineering Conference (RE). 2024. S. 55-66. (IEEE International Symposium on Requirements Engineering). Epub 2024 Apr 25. doi: 10.1109/RE59067.2024.00016, 10.48550/arXiv.2404.16644

Droste J, Deters H, Fuchs R, Schneider K. Peeking Outside the Black-Box: AI Explainability Requirements beyond Interpretability. in Joint Proceedings of REFSQ-2024 Workshops, Doctoral Symposium, Posters & Tools Track, and Education and Training Track co-located with the 30th International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2024). Band 3672. 2024. (Ceur Workshop Proceedings).

Deters HL, Droste JRC, Schneider K. A Means to what End? Evaluating the Explainability of Software Systems using Goal-Oriented Heuristics. in EASE '23: Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering. 2023. S. 329-338. (ACM International Conference Proceeding Series). doi: 10.1145/3593434.3593444

Hannah Luca Deters, M. Sc.

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