Martin Obaidi, M. Sc.
© Fachgebiet Software Engineering
Martin Obaidi, M. Sc.
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Welfengarten 1
30167 Hannover
30167 Hannover
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© Fachgebiet Software Engineering
Martin Obaidi, M. Sc.
Research Interests
- Explainability in Software Systems
- Communication and Interactions in Development Teams
- Sentiment analysis in Development Teams
- Applications of Machine Learning in Software Engineering
Publication
Showing results 1 - 20 out of 27
Deters H, Droste J, Obaidi M, Schneider K. Exploring the means to measure explainability: Metrics, heuristics and questionnaires. Information and Software Technology. 2025 May;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. p. 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 Mar 25. doi: 10.1007/s00766-025-00440-x
Herrmann M, Obaidi M, Klünder J. Different and similar perceptions of communication among software developers. Information and Software Technology. 2025 May;181:107698. Epub 2025 Feb 19. doi: 10.1016/j.infsof.2025.107698
Herrmann M, Specht A, Sekerci A, Obaidi M, Ehl M, Elsofi DAA et al. From missile warhead to smart fridge: Interviews with industry experts on tracing safety- and security-relevant artifacts. Journal of Systems and Software. 2025 Dec;230:112551. Epub 2025 Jul 22. doi: 10.1016/j.jss.2025.112551
Obaidi M, Herrmann M, Schmid E, Ochsner R, Schneider K, Klünder J. A German Gold-Standard Dataset for Sentiment Analysis in Software Engineering. In Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference Workshops, REW 2025. Institute of Electrical and Electronics Engineers Inc. 2025. p. 107-114. (Proceedings - IEEE International Requirements Engineering Conference Workshops). doi: 10.1109/REW66121.2025.00018, 10.48550/arXiv.2507.07325
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. p. 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. 2025 ed. Institute of Electrical and Electronics Engineers Inc. 2025. p. 653-663 doi: 10.1109/ICSE-SEIP66354.2025.00063
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, editors, Requirements Engineering: Foundation for Software Quality - 31st International Working Conference, REFSQ 2025, Proceedings. Springer Science and Business Media Deutschland GmbH. 2025. p. 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. p. 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, editors, Requirements Engineering: Foundation for Software Quality - 31st International Working Conference, REFSQ 2025, Proceedings. Springer Science and Business Media Deutschland GmbH. 2025. p. 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. p. 167-178. (Proceedings of the IEEE International Conference on Requirements Engineering). doi: 10.1109/RE63999.2025.00025, 10.48550/arXiv.2505.23684
Obaidi M, Herrmann M, Schneider K, Klünder J. Towards Trustworthy Sentiment Analysis in Software Engineering: Dataset Characteristics and Tool Selection. In Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference Workshops, REW 2025. Institute of Electrical and Electronics Engineers Inc. 2025. p. 538-547. (Proceedings - IEEE International Requirements Engineering Conference Workshops). doi: 10.1109/REW66121.2025.00080
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, editors, Requirements Engineering: Foundation for Software Quality - 30th International Working Conference, REFSQ 2024, Proceedings. Springer Nature Switzerland AG. 2024. p. 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
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, editors, 2024 IEEE 32nd International Requirements Engineering Conference (RE). 2024. p. 55-66. (IEEE International Symposium on Requirements Engineering). Epub 2024 Apr 25. doi: 10.1109/RE59067.2024.00016, 10.48550/arXiv.2404.16644
Specht A, Obaidi M, Nagel L, Stess M, Klünder J. What is Needed to Apply Sentiment Analysis in Real Software Projects: A Feasibility Study in Industry. In Lárusdóttir MK, Naqvi B, Bernhaupt R, Ardito C, Sauer S, editors, Human-Centered Software Engineering : 10th IFIP WG 13.2 International Working Conference, HCSE 2024, Proceedings. Springer Science and Business Media Deutschland GmbH. 2024. p. 105-129. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-64576-1_6
Anders M, Obaidi M, Specht A, Paech B. What Can be Concluded from User Feedback? - An Empirical Study. In Schneider K, Dalpiaz F, Horkoff J, editors, 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). Institute of Electrical and Electronics Engineers Inc. 2023. p. 122-128. (IEEE International Requirements Engineering Conference Workshops (REW)). doi: 10.1109/REW57809.2023.00027
Herrmann M, Obaidi M, Chazette L, Klünder J. On the Subjectivity of Emotions in Software Projects: How Reliable are Pre-Labeled Data Sets for Sentiment Analysis? (Summary). In Engels G, Hebig R, Tichy M, editors, Software Engineering 2023 : Fachtagung des GI-Fachbereichs Softwaretechnik. Gesellschaft fur Informatik (GI). 2023. p. 67-68. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)).
Shi J, Karras O, Obaidi M, Tandun M. Can Videos as a By-Product of GUI Testing Help Developers Understand GUI Tests? In Schneider K, Dalpiaz F, Horkoff J, editors, 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). IEEE. 2023. p. 146-153. (IEEE International Requirements Engineering Conference Workshops (REW)). doi: 10.1109/REW57809.2023.00031, 10.15488/16374
Unterbusch M, Sadeghi M, Fischbach J, Obaidi M, Vogelsang A. Explanation Needs in App Reviews: Taxonomy and Automated Detection. In Schneider K, Dalpiaz F, Horkoff J, editors, 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). Institute of Electrical and Electronics Engineers Inc. 2023. p. 102-111. (IEEE International Requirements Engineering Conference Workshops). doi: 10.48550/arXiv.2307.04367, 10.1109/REW57809.2023.00024
