Jakob Richard Christian Droste, M. Sc.
© Fachgebiet Software Engineering
Jakob Richard Christian Droste, M. Sc.
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Welfengarten 1
30167 Hannover
30167 Hannover
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© Fachgebiet Software Engineering
Jakob Richard Christian Droste, M. Sc.
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Forschungsinteressen und -bereiche
- Explainability
- Software Transparency
- Explainable Privacy
- Requirements Engineering
Publikationen
Zeige Ergebnisse 1 - 17 von 17
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
Droste J, Deters H, Obaidi M, Klünder J, Schneider K. Framing what can be explained - an operational taxonomy for explainability needs. Requirements engineering. 2025 Mär 25. Epub 2025 Mär 25. doi: 10.1007/s00766-025-00440-x
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, 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
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, Klös V, Schwammberger M, Speith T. International Workshop on Explainability Engineering (ExEn). in Proceedings - 2024 Workshop on Explainability Engineering, ExEn 2024. Association for Computing Machinery, Inc. 2024. S. VI-VII
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).
Nagel L, Droste J, Hess A, Schneider K. Paving the Way Towards an Effective Vision Video Usage: An Exploratory Study. in Liebel G, Hadar I, Spoletini P, Hrsg., Proceedings : 32nd IEEE International Requirements Engineering Conference, RE 2024. IEEE Computer Society. 2024. S. 404-415. (Proceedings of the IEEE International Conference on Requirements Engineering). doi: 10.1109/RE59067.2024.00048
Brunotte W, Droste JRC, Schneider K. Context, Content, Consent: How to Design User-Centered Privacy Explanations. in Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering. San Francisco, USA. 2023. S. 86-89. (Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE). doi: 10.18293/SEKE2023-032
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
Deters HL, Droste JRC, Fechner M, Klünder JAC. Explanations on Demand: a Technique for Eliciting the Actual Need for Explanations. in Schneider K, Dalpiaz F, Horkoff J, Hrsg., 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). 2023. S. 345 - 351. (Key-title IEEE International Requirements Engineering Conference Workshops). doi: 10.1109/REW57809.2023.00065
Droste JRC, Deters HL, Puglisi J, Klünder JAC. Designing End-user Personas for Explainability Requirements using Mixed Methods Research. in Schneider K, Dalpiaz F, Horkoff J, Hrsg., 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). 2023. S. 129-135. (Key-title IEEE International Requirements Engineering Conference Workshops ). doi: 10.1109/REW57809.2023.00028
Droste JRC. Development of a Concept for Privacy Explanations and its Prototypical Evaluation. 2022.
