Automatic Generation of Explainability Requirements and Software Explanations From User Reviews

Obaidi, M., Droste, J., Deters, H., Herrmann, M., Schneider, K., Klünder, J., Villamizar, H., Fischbach, J. & Krätzig, S., 1 Sept. 2025, Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference Workshops, REW 2025. Institute of Electrical and Electronics Engineers Inc., S. 49-58 10 S. (Proceedings - IEEE International Requirements Engineering Conference Workshops).

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From App Features to Explanation Needs: Analyzing Correlations and Predictive Potential

Obaidi, M., Qengaj, K., Droste, J., Deters, H., Herrmann, M., Schmid, E., Schneider, K. & Klünder, J., 1 Sept. 2025, Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference Workshops, REW 2025. Institute of Electrical and Electronics Engineers Inc., S. 99-106 8 S. (Proceedings - IEEE International Requirements Engineering Conference Workshops).

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How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys: A Comparison of Interviews, Focus Groups, and Surveys

Obaidi, M., Droste, J., Deters, H., Herrmann, M., Ochsner, R., Schneider, K. & Klunder, J., 1 Sept. 2025, Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference, RE 2025. IEEE Computer Society, S. 167-178 12 S. (Proceedings of the IEEE International Conference on Requirements Engineering).

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Identifying Explanation Needs: Towards a Catalog of User-based Indicators

Deters, H., Reinhardt, L., Droste, J., Obaidi, M. & Schneider, K., 1 Sept. 2025, Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference, RE 2025. IEEE Computer Society, S. 31-42 12 S. (Proceedings of the IEEE International Conference on Requirements Engineering).

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Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry

Obaidi, M., Deters, H., Droste, J., Herrmann, M., Schneider, K., Voß, N. & Fischbach, J., 27 Apr. 2025, Proceedings - 2025 IEEE/ACM 47th International Conference on Software Engineering: Software Engineering in Practice, ICSE-SEIP 2025. Institute of Electrical and Electronics Engineers Inc., S. 653-663 11 S.

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Do Users’ Explainability Needs in Software Change with Mood?

Obaidi, M., Droste, J., Deters, H., Herrmann, M., Klünder, J. & Schneider, K., 1 Apr. 2025, Requirements Engineering: Foundation for Software Quality - 31st International Working Conference, REFSQ 2025, Proceedings. Hess, A. & Susi, A. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 56-71 16 S. (Lecture Notes in Computer Science; Band 15588 LNCS).

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How Does Users’ App Knowledge Influence the Preferred Level of Detail and Format of Software Explanations?

Obaidi, M., Fischbach, J., Herrmann, M., Deters, H., Droste, J., Klünder, J. & Schneider, K., 1 Apr. 2025, Requirements Engineering: Foundation for Software Quality - 31st International Working Conference, REFSQ 2025, Proceedings. Hess, A. & Susi, A. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 106-122 17 S. (Lecture Notes in Computer Science; Band 15588 LNCS).

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How Explainable Is Your System? Towards a Quality Model for Explainability

Deters, H., Droste, J., Obaidi, M. & Schneider, K., 30 März 2024, Requirements Engineering: Foundation for Software Quality - 30th International Working Conference, REFSQ 2024, Proceedings. Mendez, D., Mendez, D., Moreira, A. & Moreira, A. (Hrsg.). Springer Nature Switzerland AG, S. 3-19 17 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14588 LNCS).

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Explainability Requirements for Time Series Forecasts: A Study in the Energy Domain

Droste, J., Fuchs, R., Deters, H., Klunder, J. & Schneider, K., 2024, Proceedings : 32nd IEEE International Requirements Engineering Conference, RE 2024. Liebel, G., Hadar, I. & Spoletini, P. (Hrsg.). IEEE Computer Society, S. 229-239 11 S. (Proceedings of the IEEE International Conference on Requirements Engineering).

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Explanations in Everyday Software Systems: Towards a Taxonomy for Explainability Needs

Droste, J., Deters, H., Obaidi, M. & Schneider, K., 2024, 2024 IEEE 32nd International Requirements Engineering Conference (RE). Liebel, G., Hadar, I. & Spoletini, P. (Hrsg.). S. 55-66 12 S. (IEEE International Symposium on Requirements Engineering).

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On the Pulse of Requirements Elicitation: Physiological Triggers and Explainability Needs

Deters, H., Droste, J. & Schneider, K., 2024, 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. (CEUR Workshop Proceedings; Band 3672).

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Peeking Outside the Black-Box: AI Explainability Requirements beyond Interpretability

Droste, J., Deters, H., Fuchs, R. & Schneider, K., 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. (Ceur Workshop Proceedings; Band 3672).

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The X Factor: On the Relationship between User eXperience and eXplainability

Deters, H., Droste, J., Hess, A., Klös, V., Schneider, K., Speith, T. & Vogelsang, A., 2024, NordiCHI '24: Proceedings of the 13th Nordic Conference on Human-Computer Interaction. 12 S. 19

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Designing End-user Personas for Explainability Requirements using Mixed Methods Research

Droste, J. R. C., Deters, H. L., Puglisi, J. & Klünder, J. A., 4 Sept. 2023, 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). Schneider, K., Dalpiaz, F. & Horkoff, J. (Hrsg.). S. 129-135 7 S. (Key-title IEEE International Requirements Engineering Conference Workshops ).

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A Means to what End? Evaluating the Explainability of Software Systems using Goal-Oriented Heuristics

Deters, H. L., Droste, J. R. C. & Schneider, K., 14 Juni 2023, EASE '23: Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering. S. 329-338 10 S. (ACM International Conference Proceeding Series).

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Explanations on Demand: a Technique for Eliciting the Actual Need for Explanations

Deters, H. L., Droste, J. R. C., Fechner, M. & Klünder, J. A., 2023, 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). Schneider, K., Dalpiaz, F. & Horkoff, J. (Hrsg.). S. 345 - 351 7 S. (Key-title IEEE International Requirements Engineering Conference Workshops).

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