[{"type":"book_chapter","status":"public","_id":"61150","project":[{"_id":"118","name":"TRR 318: Project Area INF"},{"_id":"112","name":"TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten"}],"department":[{"_id":"660"}],"user_id":"76456","extern":"1","publication_identifier":{"issn":["0922-6389","1879-8314"],"isbn":["9781643686172"]},"publication_status":"published","page":"255–268","citation":{"ieee":"M. Booshehri, H. Buschmeier, and P. Cimiano, “A BFO-based ontological analysis of entities in Social XAI,” in <i>Proceedings of the 15th International Conference on Formal Ontology in Information Systems</i>, IOS Press, 2025, pp. 255–268.","chicago":"Booshehri, Meisam, Hendrik Buschmeier, and Philipp Cimiano. “A BFO-Based Ontological Analysis of Entities in Social XAI.” In <i>Proceedings of the 15th International Conference on Formal Ontology in Information Systems</i>, 255–268. IOS Press, 2025. <a href=\"https://doi.org/10.3233/faia250498\">https://doi.org/10.3233/faia250498</a>.","ama":"Booshehri M, Buschmeier H, Cimiano P. A BFO-based ontological analysis of entities in Social XAI. In: <i>Proceedings of the 15th International Conference on Formal Ontology in Information Systems</i>. IOS Press; 2025:255–268. doi:<a href=\"https://doi.org/10.3233/faia250498\">10.3233/faia250498</a>","apa":"Booshehri, M., Buschmeier, H., &#38; Cimiano, P. (2025). A BFO-based ontological analysis of entities in Social XAI. In <i>Proceedings of the 15th International Conference on Formal Ontology in Information Systems</i> (pp. 255–268). IOS Press. <a href=\"https://doi.org/10.3233/faia250498\">https://doi.org/10.3233/faia250498</a>","mla":"Booshehri, Meisam, et al. “A BFO-Based Ontological Analysis of Entities in Social XAI.” <i>Proceedings of the 15th International Conference on Formal Ontology in Information Systems</i>, IOS Press, 2025, pp. 255–268, doi:<a href=\"https://doi.org/10.3233/faia250498\">10.3233/faia250498</a>.","bibtex":"@inbook{Booshehri_Buschmeier_Cimiano_2025, title={A BFO-based ontological analysis of entities in Social XAI}, DOI={<a href=\"https://doi.org/10.3233/faia250498\">10.3233/faia250498</a>}, booktitle={Proceedings of the 15th International Conference on Formal Ontology in Information Systems}, publisher={IOS Press}, author={Booshehri, Meisam and Buschmeier, Hendrik and Cimiano, Philipp}, year={2025}, pages={255–268} }","short":"M. Booshehri, H. Buschmeier, P. Cimiano, in: Proceedings of the 15th International Conference on Formal Ontology in Information Systems, IOS Press, 2025, pp. 255–268."},"oa":"1","date_updated":"2025-09-11T10:16:28Z","author":[{"first_name":"Meisam","full_name":"Booshehri, Meisam","id":"93424","last_name":"Booshehri"},{"last_name":"Buschmeier","orcid":"0000-0002-9613-5713","id":"76456","full_name":"Buschmeier, Hendrik","first_name":"Hendrik"},{"first_name":"Philipp","full_name":"Cimiano, Philipp","last_name":"Cimiano"}],"doi":"10.3233/faia250498","conference":{"name":"15th International Conference on Formal Ontology in Information Systems","start_date":"2025-09-08","end_date":"2025-09-12","location":"Catania, Italy"},"main_file_link":[{"open_access":"1","url":"https://doi.org/10.3233/FAIA250498"}],"publication":"Proceedings of the 15th International Conference on Formal Ontology in Information Systems","abstract":[{"lang":"eng","text":"Since the emergence of the field of eXplainable Artificial Intelligence (XAI), a growing number of researchers have argued that XAI should consider insights from the social sciences in order to adapt explanations to the expectations and needs of human users. This has led to the emergence of a field called Social XAI, which is concerned with understanding how explanations are actively shaped in the interaction between a human user and an AI system. Recognizing this turn in XAI toward making XAI systems more “social” by providing explanations that focus on human information needs and incorporating insights from human–human explanatory interactions, in this paper we provide a formal foundation for Social XAI. We do so by proposing novel ontological accounts of the key terms used in Social XAI based on Basic Formal Ontology (BFO). Specifically, we provide novel ontological accounts for explanandum, explanans, understanding, explanation, explainer, explainee, and context. In doing so, we discuss multifaceted entities in Social XAI (having both continuant and occurrent facets; e.g., explanation) and the relationship between understanding and explanation. Additionally, we propose solutions to seemingly paradoxical views on some terms (e.g., social constructivist vs. individual constructivist perspective on explanandum)."}],"language":[{"iso":"eng"}],"quality_controlled":"1","year":"2025","publisher":"IOS Press","date_created":"2025-09-08T14:00:45Z","title":"A BFO-based ontological analysis of entities in Social XAI"},{"year":"2025","citation":{"ama":"Muschalik M, Fumagalli F, Frazzetto P, et al. Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks. In: <i>The Thirteenth International Conference on Learning Representations (ICLR)</i>. ; 2025.","chicago":"Muschalik, Maximilian, Fabian Fumagalli, Paolo Frazzetto, Janine Strotherm, Luca Hermes, Alessandro Sperduti, Eyke Hüllermeier, and Barbara Hammer. “Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks.” In <i>The Thirteenth International Conference on Learning Representations (ICLR)</i>, 2025.","ieee":"M. Muschalik <i>et al.</i>, “Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks,” 2025.","apa":"Muschalik, M., Fumagalli, F., Frazzetto, P., Strotherm, J., Hermes, L., Sperduti, A., Hüllermeier, E., &#38; Hammer, B. (2025). Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks. <i>The Thirteenth International Conference on Learning Representations (ICLR)</i>.","short":"M. Muschalik, F. Fumagalli, P. Frazzetto, J. Strotherm, L. Hermes, A. Sperduti, E. Hüllermeier, B. Hammer, in: The Thirteenth International Conference on Learning Representations (ICLR), 2025.","mla":"Muschalik, Maximilian, et al. “Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks.” <i>The Thirteenth International Conference on Learning Representations (ICLR)</i>, 2025.","bibtex":"@inproceedings{Muschalik_Fumagalli_Frazzetto_Strotherm_Hermes_Sperduti_Hüllermeier_Hammer_2025, title={Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks}, booktitle={The Thirteenth International Conference on Learning Representations (ICLR)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Frazzetto, Paolo and Strotherm, Janine and Hermes, Luca and Sperduti, Alessandro and Hüllermeier, Eyke and Hammer, Barbara}, year={2025} }"},"title":"Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks","date_updated":"2025-09-11T16:14:54Z","date_created":"2025-09-11T15:44:54Z","author":[{"first_name":"Maximilian","last_name":"Muschalik","full_name":"Muschalik, Maximilian"},{"first_name":"Fabian","full_name":"Fumagalli, Fabian","last_name":"Fumagalli"},{"full_name":"Frazzetto, Paolo","last_name":"Frazzetto","first_name":"Paolo"},{"first_name":"Janine","full_name":"Strotherm, Janine","last_name":"Strotherm"},{"full_name":"Hermes, Luca","last_name":"Hermes","first_name":"Luca"},{"last_name":"Sperduti","full_name":"Sperduti, Alessandro","first_name":"Alessandro"},{"full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","first_name":"Eyke"},{"full_name":"Hammer, Barbara","last_name":"Hammer","first_name":"Barbara"}],"status":"public","type":"conference","publication":"The Thirteenth International Conference on Learning Representations (ICLR)","language":[{"iso":"eng"}],"project":[{"_id":"117","name":"TRR 318 - Project Area C"},{"_id":"126","name":"TRR 318 - Subproject C3"},{"_id":"109","name":"TRR 318: Erklärbarkeit konstruieren"}],"_id":"61229","user_id":"93420","department":[{"_id":"660"}]},{"title":"Explaining Outliers using Isolation Forest and Shapley Interactions","author":[{"full_name":"Visser, Roel","last_name":"Visser","first_name":"Roel"},{"first_name":"Fabian","full_name":"Fumagalli, Fabian","last_name":"Fumagalli"},{"last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"},{"first_name":"Barbara","full_name":"Hammer, Barbara","last_name":"Hammer"}],"date_created":"2025-09-11T15:53:02Z","date_updated":"2025-09-11T15:56:22Z","citation":{"short":"R. Visser, F. Fumagalli, E. Hüllermeier, B. Hammer, in: Proceedings of the European Symposium on Artificial Neural Networks (ESANN), 2025.","bibtex":"@inproceedings{Visser_Fumagalli_Hüllermeier_Hammer_2025, title={Explaining Outliers using Isolation Forest and Shapley Interactions}, booktitle={Proceedings of the European Symposium on Artificial Neural Networks (ESANN)}, author={Visser, Roel and Fumagalli, Fabian and Hüllermeier, Eyke and Hammer, Barbara}, year={2025} }","mla":"Visser, Roel, et al. “Explaining Outliers Using Isolation Forest and Shapley Interactions.” <i>Proceedings of the European Symposium on Artificial Neural Networks (ESANN)</i>, 2025.","apa":"Visser, R., Fumagalli, F., Hüllermeier, E., &#38; Hammer, B. (2025). Explaining Outliers using Isolation Forest and Shapley Interactions. <i>Proceedings of the European Symposium on Artificial Neural Networks (ESANN)</i>.","ama":"Visser R, Fumagalli F, Hüllermeier E, Hammer B. Explaining Outliers using Isolation Forest and Shapley Interactions. In: <i>Proceedings of the European Symposium on Artificial Neural Networks (ESANN)</i>. ; 2025.","chicago":"Visser, Roel, Fabian Fumagalli, Eyke Hüllermeier, and Barbara Hammer. “Explaining Outliers Using Isolation Forest and Shapley Interactions.” In <i>Proceedings of the European Symposium on Artificial Neural Networks (ESANN)</i>, 2025.","ieee":"R. Visser, F. Fumagalli, E. Hüllermeier, and B. Hammer, “Explaining Outliers using Isolation Forest and Shapley Interactions,” 2025."},"year":"2025","language":[{"iso":"eng"}],"keyword":["FF"],"department":[{"_id":"660"}],"user_id":"93420","_id":"61232","project":[{"_id":"117","name":"TRR 318 - Project Area C"},{"_id":"126","name":"TRR 318 - Subproject C3"},{"name":"TRR 318: Erklärbarkeit konstruieren","_id":"109"},{"_id":"124","name":"TRR 318 ; TP C01: Gesundes Misstrauen in Erklärungen"}],"status":"public","publication":"Proceedings of the European Symposium on Artificial Neural Networks (ESANN)","type":"conference"},{"date_created":"2025-09-11T15:48:55Z","author":[{"first_name":"Fabian","full_name":"Fumagalli, Fabian","last_name":"Fumagalli"},{"full_name":"Muschalik, Maximilian","last_name":"Muschalik","first_name":"Maximilian"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier"},{"first_name":"Barbara","last_name":"Hammer","full_name":"Hammer, Barbara"},{"last_name":"Herbinger","full_name":"Herbinger, Julia","first_name":"Julia"}],"volume":258,"date_updated":"2025-09-11T16:24:33Z","publisher":"PMLR","title":"Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory","citation":{"mla":"Fumagalli, Fabian, et al. “Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory.” <i>Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS)</i>, vol. 258, PMLR, 2025, pp. 5140–48.","bibtex":"@inproceedings{Fumagalli_Muschalik_Hüllermeier_Hammer_Herbinger_2025, series={Proceedings of Machine Learning Research}, title={Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory}, volume={258}, booktitle={Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS)}, publisher={PMLR}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara and Herbinger, Julia}, year={2025}, pages={5140–5148}, collection={Proceedings of Machine Learning Research} }","short":"F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, J. Herbinger, in: Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR, 2025, pp. 5140–5148.","apa":"Fumagalli, F., Muschalik, M., Hüllermeier, E., Hammer, B., &#38; Herbinger, J. (2025). Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory. <i>Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS)</i>, <i>258</i>, 5140–5148.","ama":"Fumagalli F, Muschalik M, Hüllermeier E, Hammer B, Herbinger J. Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory. In: <i>Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS)</i>. Vol 258. Proceedings of Machine Learning Research. PMLR; 2025:5140-5148.","chicago":"Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, Barbara Hammer, and Julia Herbinger. “Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory.” In <i>Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS)</i>, 258:5140–48. Proceedings of Machine Learning Research. PMLR, 2025.","ieee":"F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, and J. Herbinger, “Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory,” in <i>Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS)</i>, 2025, vol. 258, pp. 5140–5148."},"intvolume":"       258","page":"5140-5148","year":"2025","series_title":"Proceedings of Machine Learning Research","user_id":"93420","department":[{"_id":"660"}],"project":[{"name":"TRR 318 - Project Area C","_id":"117"},{"name":"TRR 318 - Subproject C3","_id":"126"},{"_id":"109","name":"TRR 318: Erklärbarkeit konstruieren"}],"_id":"61231","language":[{"iso":"eng"}],"type":"conference","publication":"Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS)","status":"public"},{"date_created":"2025-09-08T14:15:42Z","author":[{"full_name":"Booshehri, Meisam","id":"93424","last_name":"Booshehri","first_name":"Meisam"},{"first_name":"Hendrik","id":"76456","full_name":"Buschmeier, Hendrik","orcid":"0000-0002-9613-5713","last_name":"Buschmeier"},{"last_name":"Cimiano","full_name":"Cimiano, Philipp","first_name":"Philipp"}],"date_updated":"2025-09-12T06:29:37Z","conference":{"start_date":"2025-06-17","name":"3rd TRR 318 Conference: Contextualizing Explanations","location":"Bielefeld, Germany","end_date":"2025-06-18"},"title":"A BFO-based ontology of context for Social XAI","quality_controlled":"1","citation":{"ieee":"M. Booshehri, H. Buschmeier, and P. Cimiano, “A BFO-based ontology of context for Social XAI,” presented at the 3rd TRR 318 Conference: Contextualizing Explanations, Bielefeld, Germany, 2025.","chicago":"Booshehri, Meisam, Hendrik Buschmeier, and Philipp Cimiano. “A BFO-Based Ontology of Context for Social XAI.” In <i>Abstracts of the 3rd TRR 318 Conference: Contextualizing Explanations</i>, 2025.","ama":"Booshehri M, Buschmeier H, Cimiano P. A BFO-based ontology of context for Social XAI. In: <i>Abstracts of the 3rd TRR 318 Conference: Contextualizing Explanations</i>. ; 2025.","mla":"Booshehri, Meisam, et al. “A BFO-Based Ontology of Context for Social XAI.” <i>Abstracts of the 3rd TRR 318 Conference: Contextualizing Explanations</i>, 2025.","bibtex":"@inproceedings{Booshehri_Buschmeier_Cimiano_2025, title={A BFO-based ontology of context for Social XAI}, booktitle={Abstracts of the 3rd TRR 318 Conference: Contextualizing Explanations}, author={Booshehri, Meisam and Buschmeier, Hendrik and Cimiano, Philipp}, year={2025} }","short":"M. Booshehri, H. Buschmeier, P. Cimiano, in: Abstracts of the 3rd TRR 318 Conference: Contextualizing Explanations, 2025.","apa":"Booshehri, M., Buschmeier, H., &#38; Cimiano, P. (2025). A BFO-based ontology of context for Social XAI. <i>Abstracts of the 3rd TRR 318 Conference: Contextualizing Explanations</i>. 3rd TRR 318 Conference: Contextualizing Explanations, Bielefeld, Germany."},"year":"2025","user_id":"76456","department":[{"_id":"660"}],"project":[{"_id":"118","name":"TRR 318: Project Area INF"},{"_id":"112","name":"TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten"}],"_id":"61153","language":[{"iso":"eng"}],"extern":"1","type":"conference_abstract","publication":"Abstracts of the 3rd TRR 318 Conference: Contextualizing Explanations","status":"public"},{"abstract":[{"text":"The ability to generate explanations that are understood by explainees is the\r\nquintessence of explainable artificial intelligence. Since understanding\r\ndepends on the explainee's background and needs, recent research focused on\r\nco-constructive explanation dialogues, where an explainer continuously monitors\r\nthe explainee's understanding and adapts their explanations dynamically. We\r\ninvestigate the ability of large language models (LLMs) to engage as explainers\r\nin co-constructive explanation dialogues. In particular, we present a user\r\nstudy in which explainees interact with an LLM in two settings, one of which\r\ninvolves the LLM being instructed to explain a topic co-constructively. We\r\nevaluate the explainees' understanding before and after the dialogue, as well\r\nas their perception of the LLMs' co-constructive behavior. Our results suggest\r\nthat LLMs show some co-constructive behaviors, such as asking verification\r\nquestions, that foster the explainees' engagement and can improve understanding\r\nof a topic. However, their ability to effectively monitor the current\r\nunderstanding and scaffold the explanations accordingly remains limited.","lang":"eng"}],"publication":"Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue","language":[{"iso":"eng"}],"external_id":{"arxiv":["2504.18483"]},"year":"2025","title":"Investigating Co-Constructive Behavior of Large Language Models in  Explanation Dialogues","date_created":"2025-09-11T16:11:17Z","publisher":"Association for Computational Linguistics","status":"public","type":"conference","user_id":"84035","department":[{"_id":"660"}],"project":[{"name":"TRR 318: Project Area INF","_id":"118"},{"name":"TRR 318; TP B01: Ein dialogbasierter Ansatz zur Erklärung von Modellen des maschinellen Lernens","_id":"121"},{"name":"TRR 318; TP C04: Metaphern als Werkzeug des Erklärens","_id":"127"},{"name":"TRR 318 - Subproject B3","_id":"122"},{"_id":"119","name":"TRR 318 - Project Area Ö"},{"_id":"114","name":"TRR 318; TP A04: Integration des technischen Modells in das Partnermodell bei der Erklärung von digitalen Artefakten"}],"_id":"61234","citation":{"chicago":"Fichtel, Leandra, Maximilian Spliethöver, Eyke Hüllermeier, Patricia Jimenez, Nils Klowait, Stefan Kopp, Axel-Cyrille Ngonga Ngomo, et al. “Investigating Co-Constructive Behavior of Large Language Models in  Explanation Dialogues.” In <i>Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue</i>. Avignon, France: Association for Computational Linguistics, n.d.","ieee":"L. Fichtel <i>et al.</i>, “Investigating Co-Constructive Behavior of Large Language Models in  Explanation Dialogues,” presented at the Annual Meeting of the Special Interest Group on Discourse and Dialogue.","ama":"Fichtel L, Spliethöver M, Hüllermeier E, et al. Investigating Co-Constructive Behavior of Large Language Models in  Explanation Dialogues. In: <i>Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue</i>. Association for Computational Linguistics.","short":"L. Fichtel, M. Spliethöver, E. Hüllermeier, P. Jimenez, N. Klowait, S. Kopp, A.-C. Ngonga Ngomo, A. Robrecht, I. Scharlau, L. Terfloth, A.-L. Vollmer, H. Wachsmuth, in: Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Association for Computational Linguistics, Avignon, France, n.d.","bibtex":"@inproceedings{Fichtel_Spliethöver_Hüllermeier_Jimenez_Klowait_Kopp_Ngonga Ngomo_Robrecht_Scharlau_Terfloth_et al., place={Avignon, France}, title={Investigating Co-Constructive Behavior of Large Language Models in  Explanation Dialogues}, booktitle={Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue}, publisher={Association for Computational Linguistics}, author={Fichtel, Leandra and Spliethöver, Maximilian and Hüllermeier, Eyke and Jimenez, Patricia and Klowait, Nils and Kopp, Stefan and Ngonga Ngomo, Axel-Cyrille and Robrecht, Amelie and Scharlau, Ingrid and Terfloth, Lutz and et al.} }","mla":"Fichtel, Leandra, et al. “Investigating Co-Constructive Behavior of Large Language Models in  Explanation Dialogues.” <i>Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue</i>, Association for Computational Linguistics.","apa":"Fichtel, L., Spliethöver, M., Hüllermeier, E., Jimenez, P., Klowait, N., Kopp, S., Ngonga Ngomo, A.-C., Robrecht, A., Scharlau, I., Terfloth, L., Vollmer, A.-L., &#38; Wachsmuth, H. (n.d.). Investigating Co-Constructive Behavior of Large Language Models in  Explanation Dialogues. <i>Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue</i>. Annual Meeting of the Special Interest Group on Discourse and Dialogue."},"place":"Avignon, France","related_material":{"link":[{"url":"https://github.com/webis-de/sigdial25-co-constructive-llms","relation":"software"},{"url":"https://github.com/webis-de/sigdial25-co-constructive-llms-data","relation":"research_data"}]},"publication_status":"accepted","main_file_link":[{"url":"https://arxiv.org/abs/2504.18483","open_access":"1"}],"conference":{"name":"Annual Meeting of the Special Interest Group on Discourse and Dialogue"},"author":[{"last_name":"Fichtel","full_name":"Fichtel, Leandra","first_name":"Leandra"},{"first_name":"Maximilian","orcid":"0000-0003-4364-1409","last_name":"Spliethöver","full_name":"Spliethöver, Maximilian","id":"84035"},{"last_name":"Hüllermeier","id":"48129","full_name":"Hüllermeier, Eyke","first_name":"Eyke"},{"id":"103339","full_name":"Jimenez, Patricia","last_name":"Jimenez","first_name":"Patricia"},{"first_name":"Nils","orcid":"0000-0002-7347-099X","last_name":"Klowait","id":"98454","full_name":"Klowait, Nils"},{"last_name":"Kopp","full_name":"Kopp, Stefan","first_name":"Stefan"},{"id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"},{"last_name":"Robrecht","orcid":"0000-0001-5622-8248","id":"91982","full_name":"Robrecht, Amelie","first_name":"Amelie"},{"last_name":"Scharlau","orcid":"0000-0003-2364-9489","full_name":"Scharlau, Ingrid","id":"451","first_name":"Ingrid"},{"last_name":"Terfloth","id":"37320","full_name":"Terfloth, Lutz","first_name":"Lutz"},{"first_name":"Anna-Lisa","id":"86589","full_name":"Vollmer, Anna-Lisa","last_name":"Vollmer"},{"full_name":"Wachsmuth, Henning","id":"3900","last_name":"Wachsmuth","first_name":"Henning"}],"oa":"1","date_updated":"2025-09-12T09:50:48Z"},{"title":"Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection","publisher":"Association for Computational Linguistics","date_created":"2025-05-10T12:37:45Z","year":"2025","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"Recent advances on instruction fine-tuning have led to the development of various prompting techniques for large language models, such as explicit reasoning steps. However, the success of techniques depends on various parameters, such as the task, language model, and context provided. Finding an effective prompt is, therefore, often a trial-and-error process. Most existing approaches to automatic prompting aim to optimize individual techniques instead of compositions of techniques and their dependence on the input. To fill this gap, we propose an adaptive prompting approach that predicts the optimal prompt composition ad-hoc for a given input. We apply our approach to social bias detection, a highly context-dependent task that requires semantic understanding. We evaluate it with three large language models on three datasets, comparing compositions to individual techniques and other baselines. The results underline the importance of finding an effective prompt composition. Our approach robustly ensures high detection performance, and is best in several settings. Moreover, first experiments on other tasks support its generalizability."}],"publication":"Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)","main_file_link":[{"open_access":"1","url":"https://aclanthology.org/2025.naacl-long.122/"}],"date_updated":"2025-09-12T09:51:30Z","oa":"1","author":[{"first_name":"Maximilian","full_name":"Spliethöver, Maximilian","id":"84035","orcid":"0000-0003-4364-1409","last_name":"Spliethöver"},{"first_name":"Tim","last_name":"Knebler","full_name":"Knebler, Tim"},{"last_name":"Fumagalli","full_name":"Fumagalli, Fabian","id":"93420","first_name":"Fabian"},{"first_name":"Maximilian","full_name":"Muschalik, Maximilian","last_name":"Muschalik"},{"first_name":"Barbara","last_name":"Hammer","full_name":"Hammer, Barbara"},{"full_name":"Hüllermeier, Eyke","id":"48129","last_name":"Hüllermeier","first_name":"Eyke"},{"last_name":"Wachsmuth","id":"3900","full_name":"Wachsmuth, Henning","first_name":"Henning"}],"place":"Albuquerque, New Mexico","page":"2421–2449","citation":{"ieee":"M. Spliethöver <i>et al.</i>, “Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection,” in <i>Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)</i>, 2025, pp. 2421–2449.","chicago":"Spliethöver, Maximilian, Tim Knebler, Fabian Fumagalli, Maximilian Muschalik, Barbara Hammer, Eyke Hüllermeier, and Henning Wachsmuth. “Adaptive Prompting: Ad-Hoc Prompt Composition for Social Bias Detection.” In <i>Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)</i>, edited by Luis Chiruzzo, Alan Ritter, and Lu Wang, 2421–2449. Albuquerque, New Mexico: Association for Computational Linguistics, 2025.","ama":"Spliethöver M, Knebler T, Fumagalli F, et al. Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection. In: Chiruzzo L, Ritter A, Wang L, eds. <i>Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)</i>. Association for Computational Linguistics; 2025:2421–2449.","bibtex":"@inproceedings{Spliethöver_Knebler_Fumagalli_Muschalik_Hammer_Hüllermeier_Wachsmuth_2025, place={Albuquerque, New Mexico}, title={Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection}, booktitle={Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)}, publisher={Association for Computational Linguistics}, author={Spliethöver, Maximilian and Knebler, Tim and Fumagalli, Fabian and Muschalik, Maximilian and Hammer, Barbara and Hüllermeier, Eyke and Wachsmuth, Henning}, editor={Chiruzzo, Luis and Ritter, Alan and Wang, Lu}, year={2025}, pages={2421–2449} }","short":"M. Spliethöver, T. Knebler, F. Fumagalli, M. Muschalik, B. Hammer, E. Hüllermeier, H. Wachsmuth, in: L. Chiruzzo, A. Ritter, L. Wang (Eds.), Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), Association for Computational Linguistics, Albuquerque, New Mexico, 2025, pp. 2421–2449.","mla":"Spliethöver, Maximilian, et al. “Adaptive Prompting: Ad-Hoc Prompt Composition for Social Bias Detection.” <i>Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)</i>, edited by Luis Chiruzzo et al., Association for Computational Linguistics, 2025, pp. 2421–2449.","apa":"Spliethöver, M., Knebler, T., Fumagalli, F., Muschalik, M., Hammer, B., Hüllermeier, E., &#38; Wachsmuth, H. (2025). Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection. In L. Chiruzzo, A. Ritter, &#38; L. Wang (Eds.), <i>Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)</i> (pp. 2421–2449). Association for Computational Linguistics."},"publication_identifier":{"isbn":["979-8-89176-189-6"]},"publication_status":"published","related_material":{"link":[{"url":"https://github.com/webis-de/naacl25-prompt-compositions","relation":"software"}]},"_id":"59856","project":[{"name":"TRR 318: Project Area INF","_id":"118"},{"name":"TRR 318 - Subproject C3","_id":"126"}],"department":[{"_id":"660"}],"user_id":"84035","editor":[{"full_name":"Chiruzzo, Luis","last_name":"Chiruzzo","first_name":"Luis"},{"last_name":"Ritter","full_name":"Ritter, Alan","first_name":"Alan"},{"full_name":"Wang, Lu","last_name":"Wang","first_name":"Lu"}],"status":"public","type":"conference"},{"main_file_link":[{"url":"https://purl.org/semdial/2025/proceedings","open_access":"1"}],"conference":{"start_date":"2025-09-03","name":"29th Workshop on the Semantics and Pragmatics of Dialogue","location":"Bielefeld, Germany","end_date":"2025-09-05"},"title":"SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue","date_created":"2025-09-11T07:16:10Z","oa":"1","date_updated":"2025-09-12T16:56:35Z","citation":{"ama":"Ilinykh N, Robrecht A, Kopp S, Buschmeier H, eds. <i>SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue</i>.; 2025.","chicago":"Ilinykh, Nikolai, Amelie Robrecht, Stefan Kopp, and Hendrik Buschmeier, eds. <i>SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue</i>. Proceedings (SemDial). Bielefeld, Germany, 2025.","ieee":"N. Ilinykh, A. Robrecht, S. Kopp, and H. Buschmeier, Eds., <i>SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue</i>. Bielefeld, Germany, 2025.","apa":"Ilinykh, N., Robrecht, A., Kopp, S., &#38; Buschmeier, H. (Eds.). (2025). <i>SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue</i>.","short":"N. Ilinykh, A. Robrecht, S. Kopp, H. Buschmeier, eds., SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue, Bielefeld, Germany, 2025.","bibtex":"@book{Ilinykh_Robrecht_Kopp_Buschmeier_2025, place={Bielefeld, Germany}, series={Proceedings (SemDial)}, title={SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue}, year={2025}, collection={Proceedings (SemDial)} }","mla":"Ilinykh, Nikolai, et al., editors. <i>SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue</i>. 2025."},"page":"271+viii","place":"Bielefeld, Germany","year":"2025","publication_status":"published","quality_controlled":"1","publication_identifier":{"issn":["2308-2275"]},"language":[{"iso":"eng"}],"extern":"1","series_title":"Proceedings (SemDial)","user_id":"76456","department":[{"_id":"660"}],"project":[{"_id":"112","name":"TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten"},{"name":"TRR 318; TP A01: Adaptives Erklären","_id":"111"}],"_id":"61178","status":"public","editor":[{"last_name":"Ilinykh","full_name":"Ilinykh, Nikolai","first_name":"Nikolai"},{"full_name":"Robrecht, Amelie","id":"91982","last_name":"Robrecht","orcid":"0000-0001-5622-8248","first_name":"Amelie"},{"first_name":"Stefan","full_name":"Kopp, Stefan","last_name":"Kopp"},{"first_name":"Hendrik","id":"76456","full_name":"Buschmeier, Hendrik","last_name":"Buschmeier","orcid":"0000-0002-9613-5713"}],"type":"book_editor"},{"main_file_link":[{"url":"https://www.semdial.org/anthology/Z25-Fisher_semdial_4432.pdf"}],"title":"The Dual Nature as a Local Context to Explore Verbal Behaviour in Game Explanations","date_created":"2025-09-12T09:28:30Z","author":[{"full_name":"Fisher, Josephine Beryl","id":"56345","orcid":"0000-0002-9997-9241","last_name":"Fisher","first_name":"Josephine Beryl"},{"id":"37320","full_name":"Terfloth, Lutz","last_name":"Terfloth","first_name":"Lutz"}],"date_updated":"2025-09-15T14:36:06Z","citation":{"ama":"Fisher JB, Terfloth L. The Dual Nature as a Local Context to Explore Verbal Behaviour in Game Explanations. In: <i> Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025)</i>. ; 2025.","chicago":"Fisher, Josephine Beryl, and Lutz Terfloth. “The Dual Nature as a Local Context to Explore Verbal Behaviour in Game Explanations.” In <i> Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025)</i>, 2025.","ieee":"J. B. Fisher and L. Terfloth, “The Dual Nature as a Local Context to Explore Verbal Behaviour in Game Explanations,” 2025.","short":"J.B. Fisher, L. Terfloth, in:  Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025), 2025.","mla":"Fisher, Josephine Beryl, and Lutz Terfloth. “The Dual Nature as a Local Context to Explore Verbal Behaviour in Game Explanations.” <i> Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025)</i>, 2025.","bibtex":"@inproceedings{Fisher_Terfloth_2025, title={The Dual Nature as a Local Context to Explore Verbal Behaviour in Game Explanations}, booktitle={ Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025)}, author={Fisher, Josephine Beryl and Terfloth, Lutz}, year={2025} }","apa":"Fisher, J. B., &#38; Terfloth, L. (2025). The Dual Nature as a Local Context to Explore Verbal Behaviour in Game Explanations. <i> Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025)</i>."},"year":"2025","language":[{"iso":"eng"}],"user_id":"56345","department":[{"_id":"660"}],"project":[{"_id":"111","name":"TRR 318; TP A01: Adaptives Erklären"},{"name":"TRR 318; TP A04: Integration des technischen Modells in das Partnermodell bei der Erklärung von digitalen Artefakten","_id":"114"}],"_id":"61243","status":"public","type":"conference_abstract","publication":" Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025)"},{"date_created":"2025-09-16T07:41:37Z","author":[{"first_name":"David S.","full_name":"Johnson, David S.","last_name":"Johnson"}],"date_updated":"2025-09-16T07:48:33Z","title":"Higher Stakes, Healthier Trust? An Application-Grounded Approach to Assessing Healthy Trust in High-Stakes Human-AI Collaboration","has_accepted_license":"1","citation":{"ama":"Johnson DS. Higher Stakes, Healthier Trust? An Application-Grounded Approach to Assessing Healthy Trust in High-Stakes Human-AI Collaboration. Published online 2025.","ieee":"D. S. Johnson, “Higher Stakes, Healthier Trust? An Application-Grounded Approach to Assessing Healthy Trust in High-Stakes Human-AI Collaboration.” 2025.","chicago":"Johnson, David S. “Higher Stakes, Healthier Trust? An Application-Grounded Approach to Assessing Healthy Trust in High-Stakes Human-AI Collaboration,” 2025.","apa":"Johnson, D. S. (2025). <i>Higher Stakes, Healthier Trust? An Application-Grounded Approach to Assessing Healthy Trust in High-Stakes Human-AI Collaboration</i>.","bibtex":"@article{Johnson_2025, title={Higher Stakes, Healthier Trust? An Application-Grounded Approach to Assessing Healthy Trust in High-Stakes Human-AI Collaboration}, author={Johnson, David S.}, year={2025} }","short":"D.S. Johnson, (2025).","mla":"Johnson, David S. <i>Higher Stakes, Healthier Trust? An Application-Grounded Approach to Assessing Healthy Trust in High-Stakes Human-AI Collaboration</i>. 2025."},"year":"2025","user_id":"97208","department":[{"_id":"660"}],"project":[{"_id":"1204","name":"TRR 318 - Teilprojekt IRG BI"}],"_id":"61294","file_date_updated":"2025-09-16T07:47:45Z","language":[{"iso":"eng"}],"ddc":["000"],"type":"preprint","file":[{"relation":"main_file","success":1,"content_type":"application/pdf","access_level":"closed","file_name":"2503.03529v1.pdf","file_id":"61296","file_size":1715871,"creator":"johnson","date_created":"2025-09-16T07:47:45Z","date_updated":"2025-09-16T07:47:45Z"}],"status":"public","abstract":[{"text":"Human-AI collaboration is increasingly promoted to improve high-stakes decision-making, yet its benefits have not been fully realized. Application-grounded evaluations are needed to better evaluate methods for improving collaboration but often require domain experts, making studies costly and limiting their generalizability. Current evaluation methods are constrained by limited public datasets and reliance on proxy tasks. To address these challenges, we propose an application-grounded framework for large-scale, online evaluations of vision-based decision-making tasks. The framework introduces Blockies, a parametric approach for generating datasets of simulated diagnostic tasks, offering control over the traits and biases in the data used to train real-world models. These tasks are designed to be easy to learn but difficult to master, enabling participation by non-experts. The framework also incorporates storytelling and monetary incentives to manipulate perceived task stakes. An initial empirical study demonstrated that the high-stakes condition significantly reduced healthy distrust of AI, despite longer decision-making times. These findings underscore the importance of perceived stakes in fostering healthy distrust and demonstrate the framework's potential for scalable evaluation of high-stakes Human-AI collaboration. ","lang":"eng"}]},{"_id":"61421","project":[{"name":"TRR 318 - Subproject C5","_id":"128"}],"department":[{"_id":"660"}],"user_id":"91864","language":[{"iso":"eng"}],"publication":"Proceedings of KogWis 2025: Conference of the German Cognitive Science Society","type":"conference","status":"public","date_updated":"2025-09-23T15:09:23Z","author":[{"orcid":"0000-0002-5480-0594","last_name":"Battefeld","id":"91864","full_name":"Battefeld, Dominik","first_name":"Dominik"},{"last_name":"Kopp","full_name":"Kopp, Stefan","first_name":"Stefan"}],"date_created":"2025-09-23T15:05:00Z","title":"Implementing a computational cognitive process model of medical diagnostic reasoning","conference":{"name":"Flexible Minds: Situated and Comparative Perspectives (KogWis 2025)","start_date":"2025-09-01","end_date":"2025-09-03","location":"Bochum, Germany"},"publication_status":"published","year":"2025","citation":{"ieee":"D. Battefeld and S. Kopp, “Implementing a computational cognitive process model of medical diagnostic reasoning,” presented at the Flexible Minds: Situated and Comparative Perspectives (KogWis 2025), Bochum, Germany, 2025.","chicago":"Battefeld, Dominik, and Stefan Kopp. “Implementing a Computational Cognitive Process Model of Medical Diagnostic Reasoning.” In <i>Proceedings of KogWis 2025: Conference of the German Cognitive Science Society</i>, 2025.","ama":"Battefeld D, Kopp S. Implementing a computational cognitive process model of medical diagnostic reasoning. In: <i>Proceedings of KogWis 2025: Conference of the German Cognitive Science Society</i>. ; 2025.","short":"D. Battefeld, S. Kopp, in: Proceedings of KogWis 2025: Conference of the German Cognitive Science Society, 2025.","mla":"Battefeld, Dominik, and Stefan Kopp. “Implementing a Computational Cognitive Process Model of Medical Diagnostic Reasoning.” <i>Proceedings of KogWis 2025: Conference of the German Cognitive Science Society</i>, 2025.","bibtex":"@inproceedings{Battefeld_Kopp_2025, title={Implementing a computational cognitive process model of medical diagnostic reasoning}, booktitle={Proceedings of KogWis 2025: Conference of the German Cognitive Science Society}, author={Battefeld, Dominik and Kopp, Stefan}, year={2025} }","apa":"Battefeld, D., &#38; Kopp, S. (2025). Implementing a computational cognitive process model of medical diagnostic reasoning. <i>Proceedings of KogWis 2025: Conference of the German Cognitive Science Society</i>. Flexible Minds: Situated and Comparative Perspectives (KogWis 2025), Bochum, Germany."}},{"publication":"IEEE International Conference on Development and Learning (ICDL)","abstract":[{"text":"This study investigated how action histories – unfolding sequences of actions with objects – provide a context for both attentional allocation and linguistic repair strategies. Building on theories of enactive cognition and sensorimotor contingency theory, we experimentally manipulated action sequences (action history) to create either simple or rich “situational models,” and investigated how these models interact with attention and reflect in linguistic processes during human–robot interaction. Participants (N = 30) engaged in a controlled object placement task with a humanoid robot, where the action (manner) information was either provided or omitted. The omission elicited repair behaviors in participants that were in focus of our investigation. For rich models (competing action possibilities) participants demonstrated: a) increased attentional reorientation, reflecting active engagement with the situational model b) preference for restricted repairs, targeting the specific source of trouble in action selection. Conversely, a simple situational model led to more generalized attention patterns and open repair strategies, suggesting weaker constraints on internal processing. These findings highlight how situational structures emerge externally to scaffold internal cognitive processes, with action histories serving as a crucial context for the interface between perception, action, and language. We discuss how to implement such a tight loop in the assistance of a system.","lang":"eng"}],"keyword":["Attention","Action","Repairs","Task model","HRI","Eyemovement"],"language":[{"iso":"eng"}],"quality_controlled":"1","year":"2025","date_created":"2025-09-24T12:32:52Z","title":"Manners Matter: Action history guides attention and repair choices during interaction","type":"conference","status":"public","project":[{"_id":"115","name":"TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog"}],"_id":"61432","user_id":"91018","department":[{"_id":"749"},{"_id":"660"}],"publication_status":"published","place":" Prague","citation":{"short":"A. Singh, K.J. Rohlfing, in: IEEE International Conference on Development and Learning (ICDL),  Prague, 2025.","bibtex":"@inproceedings{Singh_Rohlfing_2025, place={ Prague}, title={Manners Matter: Action history guides attention and repair choices during interaction}, DOI={<a href=\"https://doi.org/10.31234/osf.io/yn2we_v1\">10.31234/osf.io/yn2we_v1</a>}, booktitle={IEEE International Conference on Development and Learning (ICDL)}, author={Singh, Amit and Rohlfing, Katharina J.}, year={2025} }","mla":"Singh, Amit, and Katharina J. Rohlfing. “Manners Matter: Action History Guides Attention and Repair Choices during Interaction.” <i>IEEE International Conference on Development and Learning (ICDL)</i>, 2025, doi:<a href=\"https://doi.org/10.31234/osf.io/yn2we_v1\">10.31234/osf.io/yn2we_v1</a>.","apa":"Singh, A., &#38; Rohlfing, K. J. (2025). Manners Matter: Action history guides attention and repair choices during interaction. <i>IEEE International Conference on Development and Learning (ICDL)</i>. IEEE International Conference on Development and Learning (ICDL), Prague. <a href=\"https://doi.org/10.31234/osf.io/yn2we_v1\">https://doi.org/10.31234/osf.io/yn2we_v1</a>","ama":"Singh A, Rohlfing KJ. Manners Matter: Action history guides attention and repair choices during interaction. In: <i>IEEE International Conference on Development and Learning (ICDL)</i>. ; 2025. doi:<a href=\"https://doi.org/10.31234/osf.io/yn2we_v1\">10.31234/osf.io/yn2we_v1</a>","ieee":"A. Singh and K. J. Rohlfing, “Manners Matter: Action history guides attention and repair choices during interaction,” presented at the IEEE International Conference on Development and Learning (ICDL), Prague, 2025, doi: <a href=\"https://doi.org/10.31234/osf.io/yn2we_v1\">10.31234/osf.io/yn2we_v1</a>.","chicago":"Singh, Amit, and Katharina J. Rohlfing. “Manners Matter: Action History Guides Attention and Repair Choices during Interaction.” In <i>IEEE International Conference on Development and Learning (ICDL)</i>.  Prague, 2025. <a href=\"https://doi.org/10.31234/osf.io/yn2we_v1\">https://doi.org/10.31234/osf.io/yn2we_v1</a>."},"date_updated":"2025-09-24T12:39:25Z","oa":"1","author":[{"first_name":"Amit","id":"91018","full_name":"Singh, Amit","orcid":"0000-0002-7789-1521","last_name":"Singh"},{"full_name":"Rohlfing, Katharina J.","id":"50352","orcid":"0000-0002-5676-8233","last_name":"Rohlfing","first_name":"Katharina J."}],"main_file_link":[{"url":"https://doi.org/10.31234/osf.io/yn2we_v1","open_access":"1"}],"conference":{"end_date":"2025-09-19","location":"Prague","name":"IEEE International Conference on Development and Learning (ICDL)","start_date":"2025-09-15"},"doi":"10.31234/osf.io/yn2we_v1"},{"type":"research_data","status":"public","user_id":"57578","department":[{"_id":"660"}],"project":[{"name":"TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten","_id":"112"}],"_id":"61429","citation":{"ama":"Buschmeier H, Grimminger A, Wagner P, Lazarov ST, Türk O, Wang Y. <i>MUNDEX Annotations</i>. LibreCat University; 2025. doi:<a href=\"https://doi.org/10.5281/ZENODO.17129817\">10.5281/ZENODO.17129817</a>","chicago":"Buschmeier, Hendrik, Angela Grimminger, Petra Wagner, Stefan Teodorov Lazarov, Olcay Türk, and Yu Wang. <i>MUNDEX Annotations</i>. LibreCat University, 2025. <a href=\"https://doi.org/10.5281/ZENODO.17129817\">https://doi.org/10.5281/ZENODO.17129817</a>.","ieee":"H. Buschmeier, A. Grimminger, P. Wagner, S. T. Lazarov, O. Türk, and Y. Wang, <i>MUNDEX Annotations</i>. LibreCat University, 2025.","short":"H. Buschmeier, A. Grimminger, P. Wagner, S.T. Lazarov, O. Türk, Y. Wang, MUNDEX Annotations, LibreCat University, 2025.","bibtex":"@book{Buschmeier_Grimminger_Wagner_Lazarov_Türk_Wang_2025, title={MUNDEX Annotations}, DOI={<a href=\"https://doi.org/10.5281/ZENODO.17129817\">10.5281/ZENODO.17129817</a>}, publisher={LibreCat University}, author={Buschmeier, Hendrik and Grimminger, Angela and Wagner, Petra and Lazarov, Stefan Teodorov and Türk, Olcay and Wang, Yu}, year={2025} }","mla":"Buschmeier, Hendrik, et al. <i>MUNDEX Annotations</i>. LibreCat University, 2025, doi:<a href=\"https://doi.org/10.5281/ZENODO.17129817\">10.5281/ZENODO.17129817</a>.","apa":"Buschmeier, H., Grimminger, A., Wagner, P., Lazarov, S. T., Türk, O., &#38; Wang, Y. (2025). <i>MUNDEX Annotations</i>. LibreCat University. <a href=\"https://doi.org/10.5281/ZENODO.17129817\">https://doi.org/10.5281/ZENODO.17129817</a>"},"year":"2025","date_created":"2025-09-24T09:41:50Z","author":[{"full_name":"Buschmeier, Hendrik","last_name":"Buschmeier","first_name":"Hendrik"},{"id":"57578","full_name":"Grimminger, Angela","last_name":"Grimminger","first_name":"Angela"},{"first_name":"Petra","full_name":"Wagner, Petra","last_name":"Wagner"},{"full_name":"Lazarov, Stefan Teodorov","id":"90345","last_name":"Lazarov","orcid":"0009-0009-0892-9483","first_name":"Stefan Teodorov"},{"full_name":"Türk, Olcay","last_name":"Türk","first_name":"Olcay"},{"last_name":"Wang","full_name":"Wang, Yu","first_name":"Yu"}],"publisher":"LibreCat University","date_updated":"2025-09-24T09:46:28Z","doi":"10.5281/ZENODO.17129817","title":"MUNDEX Annotations"},{"_id":"61401","project":[{"name":"TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog","_id":"115"}],"department":[{"_id":"749"},{"_id":"660"}],"user_id":"91018","language":[{"iso":"eng"}],"publication":"6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany","type":"conference","abstract":[{"lang":"eng","text":"We introduce a method to study online language processes in human--robot interactive setup. In this interaction, language mediated eye movements can be studied as the dialogue unfolds between human and a robot.  \r\nTraditionally, real-time linguistic processes are studied using visual world paradigms (VWP), where either the comprehension or the production tasks are implemented on screens for controlled investigations. Going beyond these traditional and unidirectional approach, we bring together production--comprehension loop with the help of a humanoid robot to preserve interactivity in an ecologically valid yet controlled setup. We discuss the potential of such setups for designing and evaluating findings from language--vision interplay in psycholinguistics. Our setup shows a potential to depart from traditional screen based experiments, balancing the dynamics of the interaction with control of the human behaviors. "}],"status":"public","date_updated":"2025-09-24T12:47:47Z","author":[{"first_name":"Amit","full_name":"Singh, Amit","id":"91018","last_name":"Singh","orcid":"0000-0002-7789-1521"},{"first_name":"Katharina J.","last_name":"Rohlfing","orcid":"0000-0002-5676-8233","full_name":"Rohlfing, Katharina J.","id":"50352"}],"date_created":"2025-09-23T09:04:40Z","title":"Embedding Psycholinguistics: An Interactive Framework for Studying Language in Action","conference":{"location":"Bochum","end_date":"2025-09-03","start_date":"2025-09-01","name":"6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany"},"doi":"10.17605/OSF.IO/8PR23","main_file_link":[{"url":"https://osf.io/ghymr"}],"quality_controlled":"1","publication_status":"published","year":"2025","place":"Bochum","citation":{"apa":"Singh, A., &#38; Rohlfing, K. J. (2025). Embedding Psycholinguistics: An Interactive Framework for Studying Language in Action. <i>6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany</i>. 6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany, Bochum. <a href=\"https://doi.org/10.17605/OSF.IO/8PR23\">https://doi.org/10.17605/OSF.IO/8PR23</a>","bibtex":"@inproceedings{Singh_Rohlfing_2025, place={Bochum}, title={Embedding Psycholinguistics: An Interactive Framework for Studying Language in Action}, DOI={<a href=\"https://doi.org/10.17605/OSF.IO/8PR23\">10.17605/OSF.IO/8PR23</a>}, booktitle={6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany}, author={Singh, Amit and Rohlfing, Katharina J.}, year={2025} }","mla":"Singh, Amit, and Katharina J. Rohlfing. “Embedding Psycholinguistics: An Interactive Framework for Studying Language in Action.” <i>6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany</i>, 2025, doi:<a href=\"https://doi.org/10.17605/OSF.IO/8PR23\">10.17605/OSF.IO/8PR23</a>.","short":"A. Singh, K.J. Rohlfing, in: 6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany, Bochum, 2025.","ieee":"A. Singh and K. J. Rohlfing, “Embedding Psycholinguistics: An Interactive Framework for Studying Language in Action,” presented at the 6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany, Bochum, 2025, doi: <a href=\"https://doi.org/10.17605/OSF.IO/8PR23\">10.17605/OSF.IO/8PR23</a>.","chicago":"Singh, Amit, and Katharina J. Rohlfing. “Embedding Psycholinguistics: An Interactive Framework for Studying Language in Action.” In <i>6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany</i>. Bochum, 2025. <a href=\"https://doi.org/10.17605/OSF.IO/8PR23\">https://doi.org/10.17605/OSF.IO/8PR23</a>.","ama":"Singh A, Rohlfing KJ. Embedding Psycholinguistics: An Interactive Framework for Studying Language in Action. In: <i>6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany</i>. ; 2025. doi:<a href=\"https://doi.org/10.17605/OSF.IO/8PR23\">10.17605/OSF.IO/8PR23</a>"}},{"citation":{"apa":"Reijers, W., Matzner, T., &#38; Alpsancar, S. (2025). Explainability and AI Governance. In M. Farina, X. Yu, &#38; J. Chen (Eds.), <i>Digital Development. Technology, Ethics and Governance</i>. Routledge. <a href=\"https://doi.org/10.4324/9781003567622-22\">https://doi.org/10.4324/9781003567622-22</a>","short":"W. Reijers, T. Matzner, S. Alpsancar, in: M. Farina, X. Yu, J. Chen (Eds.), Digital Development. Technology, Ethics and Governance, Routledge, New York, 2025.","mla":"Reijers, Wessel, et al. “Explainability and AI Governance.” <i>Digital Development. Technology, Ethics and Governance</i>, edited by Mirko  Farina et al., Routledge, 2025, doi:<a href=\"https://doi.org/10.4324/9781003567622-22\">10.4324/9781003567622-22</a>.","bibtex":"@inbook{Reijers_Matzner_Alpsancar_2025, place={New York}, title={Explainability and AI Governance}, DOI={<a href=\"https://doi.org/10.4324/9781003567622-22\">10.4324/9781003567622-22</a>}, booktitle={Digital Development. Technology, Ethics and Governance}, publisher={Routledge}, author={Reijers, Wessel and Matzner, Tobias and Alpsancar, Suzana}, editor={Farina, Mirko  and Yu, Xiao  and Chen, Jin}, year={2025} }","ama":"Reijers W, Matzner T, Alpsancar S. Explainability and AI Governance. In: Farina M, Yu X, Chen J, eds. <i>Digital Development. Technology, Ethics and Governance</i>. Routledge; 2025. doi:<a href=\"https://doi.org/10.4324/9781003567622-22\">10.4324/9781003567622-22</a>","ieee":"W. Reijers, T. Matzner, and S. Alpsancar, “Explainability and AI Governance,” in <i>Digital Development. Technology, Ethics and Governance</i>, M. Farina, X. Yu, and J. Chen, Eds. New York: Routledge, 2025.","chicago":"Reijers, Wessel, Tobias Matzner, and Suzana Alpsancar. “Explainability and AI Governance.” In <i>Digital Development. Technology, Ethics and Governance</i>, edited by Mirko  Farina, Xiao  Yu, and Jin Chen. New York: Routledge, 2025. <a href=\"https://doi.org/10.4324/9781003567622-22\">https://doi.org/10.4324/9781003567622-22</a>."},"year":"2025","place":"New York","publication_status":"published","publication_identifier":{"isbn":["9781003567622"]},"doi":"10.4324/9781003567622-22","title":"Explainability and AI Governance","author":[{"orcid":"0000-0003-2505-1587","last_name":"Reijers","full_name":"Reijers, Wessel","id":"102524","first_name":"Wessel"},{"first_name":"Tobias","last_name":"Matzner","full_name":"Matzner, Tobias","id":"65695"},{"full_name":"Alpsancar, Suzana","id":"93637","last_name":"Alpsancar","first_name":"Suzana"}],"date_created":"2025-11-25T17:58:04Z","publisher":"Routledge","date_updated":"2025-11-25T21:25:31Z","status":"public","editor":[{"full_name":"Farina, Mirko ","last_name":"Farina","first_name":"Mirko "},{"last_name":"Yu","full_name":"Yu, Xiao ","first_name":"Xiao "},{"first_name":"Jin","full_name":"Chen, Jin","last_name":"Chen"}],"type":"book_chapter","publication":"Digital Development. Technology, Ethics and Governance","language":[{"iso":"eng"}],"user_id":"93637","department":[{"_id":"26"},{"_id":"756"},{"_id":"660"}],"project":[{"name":"TRR 318; TP B06: Ethik und Normativität der erklärbaren KI","_id":"370"}],"_id":"62305"},{"date_created":"2025-09-08T14:24:32Z","title":"Forms of Understanding for XAI-Explanations","quality_controlled":"1","year":"2025","language":[{"iso":"eng"}],"ddc":["006"],"keyword":["understanding","explaining","explanations","explainable","AI","interdisciplinarity","comprehension","enabledness","agency"],"publication":"Cognitive Systems Research","file":[{"file_id":"62730","access_level":"closed","file_name":"Buschmeier-etal-2025-COGSYS.pdf","file_size":10114981,"date_created":"2025-12-01T21:02:20Z","creator":"hbuschme","date_updated":"2025-12-01T21:02:20Z","relation":"main_file","success":1,"content_type":"application/pdf"}],"abstract":[{"text":"Explainability has become an important topic in computer science and artificial intelligence, leading to a subfield called Explainable Artificial Intelligence (XAI). The goal of providing or seeking explanations is to achieve (better) ‘understanding’ on the part of the explainee. However, what it means to ‘understand’ is still not clearly defined, and the concept itself is rarely the subject of scientific investigation. This conceptual article aims to present a model of forms of understanding for XAI-explanations and beyond. From an interdisciplinary perspective bringing together computer science, linguistics, sociology, philosophy and psychology, a definition of understanding and its forms, assessment, and dynamics during the process of giving everyday explanations are explored. Two types of understanding are considered as possible outcomes of explanations, namely enabledness, ‘knowing how’ to do or decide something, and comprehension, ‘knowing that’ – both in different degrees (from shallow to deep). Explanations regularly start with shallow understanding in a specific domain and can lead to deep comprehension and enabledness of the explanandum, which we see as a prerequisite for human users to gain agency. In this process, the increase of comprehension and enabledness are highly interdependent. Against the background of this systematization, special challenges of understanding in XAI are discussed.","lang":"eng"}],"author":[{"last_name":"Buschmeier","orcid":"0000-0002-9613-5713","id":"76456","full_name":"Buschmeier, Hendrik","first_name":"Hendrik"},{"full_name":"Buhl, Heike M.","id":"27152","last_name":"Buhl","first_name":"Heike M."},{"full_name":"Kern, Friederike","last_name":"Kern","first_name":"Friederike"},{"id":"57578","full_name":"Grimminger, Angela","last_name":"Grimminger","first_name":"Angela"},{"first_name":"Helen","full_name":"Beierling, Helen","id":"50995","last_name":"Beierling"},{"orcid":"0000-0002-9997-9241","last_name":"Fisher","full_name":"Fisher, Josephine Beryl","id":"56345","first_name":"Josephine Beryl"},{"first_name":"André","full_name":"Groß, André","id":"93405","last_name":"Groß","orcid":"0000-0002-9593-7220"},{"first_name":"Ilona","last_name":"Horwath","id":"68836","full_name":"Horwath, Ilona"},{"first_name":"Nils","full_name":"Klowait, Nils","id":"98454","orcid":"0000-0002-7347-099X","last_name":"Klowait"},{"first_name":"Stefan Teodorov","last_name":"Lazarov","orcid":"0009-0009-0892-9483","full_name":"Lazarov, Stefan Teodorov","id":"90345"},{"first_name":"Michael","last_name":"Lenke","full_name":"Lenke, Michael"},{"first_name":"Vivien","full_name":"Lohmer, Vivien","last_name":"Lohmer"},{"first_name":"Katharina","last_name":"Rohlfing","orcid":"0000-0002-5676-8233","full_name":"Rohlfing, Katharina","id":"50352"},{"full_name":"Scharlau, Ingrid","id":"451","last_name":"Scharlau","orcid":"0000-0003-2364-9489","first_name":"Ingrid"},{"first_name":"Amit","id":"91018","full_name":"Singh, Amit","orcid":"0000-0002-7789-1521","last_name":"Singh"},{"first_name":"Lutz","id":"37320","full_name":"Terfloth, Lutz","last_name":"Terfloth"},{"last_name":"Vollmer","id":"86589","full_name":"Vollmer, Anna-Lisa","first_name":"Anna-Lisa"},{"first_name":"Yu","full_name":"Wang, Yu","last_name":"Wang"},{"full_name":"Wilmes, Annedore","last_name":"Wilmes","first_name":"Annedore"},{"full_name":"Wrede, Britta","last_name":"Wrede","first_name":"Britta"}],"volume":94,"date_updated":"2025-12-05T15:32:25Z","oa":"1","main_file_link":[{"open_access":"1","url":"https://www.sciencedirect.com/science/article/pii/S1389041725000993?via%3Dihub"}],"doi":"10.1016/j.cogsys.2025.101419","publication_status":"published","has_accepted_license":"1","citation":{"ama":"Buschmeier H, Buhl HM, Kern F, et al. Forms of Understanding for XAI-Explanations. <i>Cognitive Systems Research</i>. 2025;94. doi:<a href=\"https://doi.org/10.1016/j.cogsys.2025.101419\">10.1016/j.cogsys.2025.101419</a>","chicago":"Buschmeier, Hendrik, Heike M. Buhl, Friederike Kern, Angela Grimminger, Helen Beierling, Josephine Beryl Fisher, André Groß, et al. “Forms of Understanding for XAI-Explanations.” <i>Cognitive Systems Research</i> 94 (2025). <a href=\"https://doi.org/10.1016/j.cogsys.2025.101419\">https://doi.org/10.1016/j.cogsys.2025.101419</a>.","ieee":"H. Buschmeier <i>et al.</i>, “Forms of Understanding for XAI-Explanations,” <i>Cognitive Systems Research</i>, vol. 94, Art. no. 101419, 2025, doi: <a href=\"https://doi.org/10.1016/j.cogsys.2025.101419\">10.1016/j.cogsys.2025.101419</a>.","bibtex":"@article{Buschmeier_Buhl_Kern_Grimminger_Beierling_Fisher_Groß_Horwath_Klowait_Lazarov_et al._2025, title={Forms of Understanding for XAI-Explanations}, volume={94}, DOI={<a href=\"https://doi.org/10.1016/j.cogsys.2025.101419\">10.1016/j.cogsys.2025.101419</a>}, number={101419}, journal={Cognitive Systems Research}, author={Buschmeier, Hendrik and Buhl, Heike M. and Kern, Friederike and Grimminger, Angela and Beierling, Helen and Fisher, Josephine Beryl and Groß, André and Horwath, Ilona and Klowait, Nils and Lazarov, Stefan Teodorov and et al.}, year={2025} }","short":"H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J.B. Fisher, A. Groß, I. Horwath, N. Klowait, S.T. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, Cognitive Systems Research 94 (2025).","mla":"Buschmeier, Hendrik, et al. “Forms of Understanding for XAI-Explanations.” <i>Cognitive Systems Research</i>, vol. 94, 101419, 2025, doi:<a href=\"https://doi.org/10.1016/j.cogsys.2025.101419\">10.1016/j.cogsys.2025.101419</a>.","apa":"Buschmeier, H., Buhl, H. M., Kern, F., Grimminger, A., Beierling, H., Fisher, J. B., Groß, A., Horwath, I., Klowait, N., Lazarov, S. T., Lenke, M., Lohmer, V., Rohlfing, K., Scharlau, I., Singh, A., Terfloth, L., Vollmer, A.-L., Wang, Y., Wilmes, A., &#38; Wrede, B. (2025). Forms of Understanding for XAI-Explanations. <i>Cognitive Systems Research</i>, <i>94</i>, Article 101419. <a href=\"https://doi.org/10.1016/j.cogsys.2025.101419\">https://doi.org/10.1016/j.cogsys.2025.101419</a>"},"intvolume":"        94","user_id":"57578","department":[{"_id":"660"}],"project":[{"_id":"111","name":"TRR 318; TP A01: Adaptives Erklären"},{"name":"TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten","_id":"112"},{"name":"TRR 318 - Subproject A3","_id":"113"},{"_id":"114","name":"TRR 318; TP A04: Integration des technischen Modells in das Partnermodell bei der Erklärung von digitalen Artefakten"},{"_id":"115","name":"TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog"},{"name":"TRR 318 - Subproject B3","_id":"122"},{"name":"TRR 318 - Subproject B5","_id":"123"},{"_id":"119","name":"TRR 318 - Project Area Ö"}],"_id":"61156","file_date_updated":"2025-12-01T21:02:20Z","article_type":"original","article_number":"101419","type":"journal_article","status":"public"},{"user_id":"38219","department":[{"_id":"424"},{"_id":"660"}],"project":[{"grant_number":"438445824","_id":"115","name":"TRR 318 - A05: TRR 318 - Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog (Teilprojekt A05)"},{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"_id":"53069","file_date_updated":"2024-03-27T11:42:20Z","language":[{"iso":"eng"}],"ddc":["150"],"type":"conference_abstract","file":[{"date_updated":"2024-03-27T11:42:20Z","date_created":"2024-03-27T11:42:20Z","creator":"ncbanh","file_size":1237859,"file_id":"53070","access_level":"closed","file_name":"Banh & Scharlau (2024) - Effects of task difficulty on visual processing speed.pdf","content_type":"application/pdf","success":1,"relation":"main_file"}],"status":"public","date_created":"2024-03-27T11:43:51Z","author":[{"first_name":"Ngoc Chi","last_name":"Banh","orcid":"0000-0002-5946-4542","id":"38219","full_name":"Banh, Ngoc Chi"},{"first_name":"Ingrid","full_name":"Scharlau, Ingrid","id":"451","orcid":"0000-0003-2364-9489","last_name":"Scharlau"}],"date_updated":"2024-06-26T08:02:07Z","oa":"1","main_file_link":[{"open_access":"1"}],"conference":{"end_date":"2024-03-20","location":"Regensburg","name":"Tagung experimentell arbeitender Psycholog:innen (TeaP)","start_date":"2024-03-17"},"title":"Effects of task difficulty on visual processing speed","quality_controlled":"1","has_accepted_license":"1","citation":{"chicago":"Banh, Ngoc Chi, and Ingrid Scharlau. “Effects of Task Difficulty on Visual Processing Speed,” 2024.","ieee":"N. C. Banh and I. Scharlau, “Effects of task difficulty on visual processing speed,” presented at the Tagung experimentell arbeitender Psycholog:innen (TeaP), Regensburg, 2024.","ama":"Banh NC, Scharlau I. Effects of task difficulty on visual processing speed. In: ; 2024.","short":"N.C. Banh, I. Scharlau, in: 2024.","bibtex":"@inproceedings{Banh_Scharlau_2024, title={Effects of task difficulty on visual processing speed}, author={Banh, Ngoc Chi and Scharlau, Ingrid}, year={2024} }","mla":"Banh, Ngoc Chi, and Ingrid Scharlau. <i>Effects of Task Difficulty on Visual Processing Speed</i>. 2024.","apa":"Banh, N. C., &#38; Scharlau, I. (2024). <i>Effects of task difficulty on visual processing speed</i>. Tagung experimentell arbeitender Psycholog:innen (TeaP), Regensburg."},"year":"2024"},{"year":"2024","place":"Nantes, France","citation":{"apa":"Stratmann, L., Banh, N. C., Scharlau, I., &#38; Dressler, F. (2024). Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem. <i>ACM Symposium on Principles of Distributed Computing (PODC 2024), Advanced Tools, Programming Languages, and PLatforms for Implementing and Evaluating Algorithms for Distributed Systems (ApPLIED 2024)</i>. <a href=\"https://doi.org/10.1145/3663338.3665831\">https://doi.org/10.1145/3663338.3665831</a>","bibtex":"@inproceedings{Stratmann_Banh_Scharlau_Dressler_2024, place={Nantes, France}, title={Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem}, DOI={<a href=\"https://doi.org/10.1145/3663338.3665831\">10.1145/3663338.3665831</a>}, booktitle={ACM Symposium on Principles of Distributed Computing (PODC 2024), Advanced tools, programming languages, and PLatforms for Implementing and Evaluating algorithms for Distributed systems (ApPLIED 2024)}, publisher={Association for Computing Machinery (ACM)}, author={Stratmann, Lukas and Banh, Ngoc Chi and Scharlau, Ingrid and Dressler, Falko}, year={2024} }","short":"L. Stratmann, N.C. Banh, I. Scharlau, F. Dressler, in: ACM Symposium on Principles of Distributed Computing (PODC 2024), Advanced Tools, Programming Languages, and PLatforms for Implementing and Evaluating Algorithms for Distributed Systems (ApPLIED 2024), Association for Computing Machinery (ACM), Nantes, France, 2024.","mla":"Stratmann, Lukas, et al. “Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem.” <i>ACM Symposium on Principles of Distributed Computing (PODC 2024), Advanced Tools, Programming Languages, and PLatforms for Implementing and Evaluating Algorithms for Distributed Systems (ApPLIED 2024)</i>, Association for Computing Machinery (ACM), 2024, doi:<a href=\"https://doi.org/10.1145/3663338.3665831\">10.1145/3663338.3665831</a>.","ieee":"L. Stratmann, N. C. Banh, I. Scharlau, and F. Dressler, “Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem,” 2024, doi: <a href=\"https://doi.org/10.1145/3663338.3665831\">10.1145/3663338.3665831</a>.","chicago":"Stratmann, Lukas, Ngoc Chi Banh, Ingrid Scharlau, and Falko Dressler. “Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem.” In <i>ACM Symposium on Principles of Distributed Computing (PODC 2024), Advanced Tools, Programming Languages, and PLatforms for Implementing and Evaluating Algorithms for Distributed Systems (ApPLIED 2024)</i>. Nantes, France: Association for Computing Machinery (ACM), 2024. <a href=\"https://doi.org/10.1145/3663338.3665831\">https://doi.org/10.1145/3663338.3665831</a>.","ama":"Stratmann L, Banh NC, Scharlau I, Dressler F. Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem. In: <i>ACM Symposium on Principles of Distributed Computing (PODC 2024), Advanced Tools, Programming Languages, and PLatforms for Implementing and Evaluating Algorithms for Distributed Systems (ApPLIED 2024)</i>. Association for Computing Machinery (ACM); 2024. doi:<a href=\"https://doi.org/10.1145/3663338.3665831\">10.1145/3663338.3665831</a>"},"quality_controlled":"1","title":"Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem","main_file_link":[{"url":"https://www.tkn.tu-berlin.de/bib/stratmann2024safety/stratmann2024safety.pdf","open_access":"1"}],"doi":"10.1145/3663338.3665831","oa":"1","date_updated":"2024-06-26T08:16:20Z","publisher":"Association for Computing Machinery (ACM)","date_created":"2024-06-26T07:49:18Z","author":[{"last_name":"Stratmann","full_name":"Stratmann, Lukas","first_name":"Lukas"},{"first_name":"Ngoc Chi","id":"38219","full_name":"Banh, Ngoc Chi","last_name":"Banh","orcid":"0000-0002-5946-4542"},{"id":"451","full_name":"Scharlau, Ingrid","last_name":"Scharlau","orcid":"0000-0003-2364-9489","first_name":"Ingrid"},{"first_name":"Falko","full_name":"Dressler, Falko","last_name":"Dressler"}],"abstract":[{"lang":"eng","text":"To reach the goal of zero traffic fatalities a year, one building block is the proposition to develop advanced assistance systems for vulnerable road users (VRUs) such as bicyclists. We focus on the dooring problem, i.e., car doors being opened inattentively in the way of an approaching cyclist. We extended our vehicle to everything (V2X) communication-enabled virtual cycling environment for dooring experiments. Our system extends toolkits that are widely used in the V2X research community. We showcase how such a system may be used to realize and evaluate distributed algorithms for VRU safety solutions such as dooring prevention."}],"status":"public","type":"conference","publication":"ACM Symposium on Principles of Distributed Computing (PODC 2024), Advanced tools, programming languages, and PLatforms for Implementing and Evaluating algorithms for Distributed systems (ApPLIED 2024)","language":[{"iso":"eng"}],"_id":"54889","user_id":"38219","department":[{"_id":"424"},{"_id":"660"}]},{"status":"public","type":"journal_article","publication":"International Journal of Approximate Reasoning","article_number":"109190","language":[{"iso":"eng"}],"project":[{"_id":"125","name":"TRR 318 - C2: TRR 318 - Subproject C2"}],"_id":"54911","user_id":"72497","department":[{"_id":"660"}],"year":"2024","citation":{"bibtex":"@article{Heid_Hanselle_Fürnkranz_Hüllermeier_2024, title={Learning decision catalogues for situated decision making: The case of scoring systems}, volume={171}, DOI={<a href=\"https://doi.org/10.1016/j.ijar.2024.109190\">10.1016/j.ijar.2024.109190</a>}, number={109190}, journal={International Journal of Approximate Reasoning}, publisher={Elsevier BV}, author={Heid, Stefan and Hanselle, Jonas Manuel and Fürnkranz, Johannes and Hüllermeier, Eyke}, year={2024} }","mla":"Heid, Stefan, et al. “Learning Decision Catalogues for Situated Decision Making: The Case of Scoring Systems.” <i>International Journal of Approximate Reasoning</i>, vol. 171, 109190, Elsevier BV, 2024, doi:<a href=\"https://doi.org/10.1016/j.ijar.2024.109190\">10.1016/j.ijar.2024.109190</a>.","short":"S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).","apa":"Heid, S., Hanselle, J. M., Fürnkranz, J., &#38; Hüllermeier, E. (2024). Learning decision catalogues for situated decision making: The case of scoring systems. <i>International Journal of Approximate Reasoning</i>, <i>171</i>, Article 109190. <a href=\"https://doi.org/10.1016/j.ijar.2024.109190\">https://doi.org/10.1016/j.ijar.2024.109190</a>","ama":"Heid S, Hanselle JM, Fürnkranz J, Hüllermeier E. Learning decision catalogues for situated decision making: The case of scoring systems. <i>International Journal of Approximate Reasoning</i>. 2024;171. doi:<a href=\"https://doi.org/10.1016/j.ijar.2024.109190\">10.1016/j.ijar.2024.109190</a>","ieee":"S. Heid, J. M. Hanselle, J. Fürnkranz, and E. Hüllermeier, “Learning decision catalogues for situated decision making: The case of scoring systems,” <i>International Journal of Approximate Reasoning</i>, vol. 171, Art. no. 109190, 2024, doi: <a href=\"https://doi.org/10.1016/j.ijar.2024.109190\">10.1016/j.ijar.2024.109190</a>.","chicago":"Heid, Stefan, Jonas Manuel Hanselle, Johannes Fürnkranz, and Eyke Hüllermeier. “Learning Decision Catalogues for Situated Decision Making: The Case of Scoring Systems.” <i>International Journal of Approximate Reasoning</i> 171 (2024). <a href=\"https://doi.org/10.1016/j.ijar.2024.109190\">https://doi.org/10.1016/j.ijar.2024.109190</a>."},"intvolume":"       171","publication_status":"published","publication_identifier":{"issn":["0888-613X"]},"title":"Learning decision catalogues for situated decision making: The case of scoring systems","doi":"10.1016/j.ijar.2024.109190","date_updated":"2024-06-26T14:28:47Z","publisher":"Elsevier BV","author":[{"first_name":"Stefan","full_name":"Heid, Stefan","id":"39640","last_name":"Heid","orcid":"0000-0002-9461-7372"},{"full_name":"Hanselle, Jonas Manuel","id":"43980","last_name":"Hanselle","orcid":"0000-0002-1231-4985","first_name":"Jonas Manuel"},{"first_name":"Johannes","last_name":"Fürnkranz","full_name":"Fürnkranz, Johannes"},{"last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","id":"48129","first_name":"Eyke"}],"date_created":"2024-06-26T14:28:07Z","volume":171},{"publication":"arXiv:2406.12544","type":"preprint","abstract":[{"text":"In human interaction, gestures serve various functions such as marking speech\r\nrhythm, highlighting key elements, and supplementing information. These\r\ngestures are also observed in explanatory contexts. However, the impact of\r\ngestures on explanations provided by virtual agents remains underexplored. A\r\nuser study was carried out to investigate how different types of gestures\r\ninfluence perceived interaction quality and listener understanding. This study\r\naddresses the effect of gestures in explanation by developing an embodied\r\nvirtual explainer integrating both beat gestures and iconic gestures to enhance\r\nits automatically generated verbal explanations. Our model combines beat\r\ngestures generated by a learned speech-driven synthesis module with manually\r\ncaptured iconic gestures, supporting the agent's verbal expressions about the\r\nboard game Quarto! as an explanation scenario. Findings indicate that neither\r\nthe use of iconic gestures alone nor their combination with beat gestures\r\noutperforms the baseline or beat-only conditions in terms of understanding.\r\nNonetheless, compared to prior research, the embodied agent significantly\r\nenhances understanding.","lang":"eng"}],"status":"public","external_id":{"arxiv":["2406.12544"]},"_id":"55154","project":[{"grant_number":"438445824","name":"TRR 318 - A01: TRR 318 - Adaptives Erklären (Teilprojekt A01)","_id":"111"}],"department":[{"_id":"660"}],"user_id":"91982","language":[{"iso":"eng"}],"year":"2024","citation":{"chicago":"Robrecht, Amelie, Hendric Voss, Lisa Gottschalk, and Stefan Kopp. “Integrating Representational Gestures into Automatically Generated  Embodied Explanations and Its Effects on Understanding and Interaction  Quality.” <i>ArXiv:2406.12544</i>, 2024.","ieee":"A. Robrecht, H. Voss, L. Gottschalk, and S. Kopp, “Integrating Representational Gestures into Automatically Generated  Embodied Explanations and its Effects on Understanding and Interaction  Quality,” <i>arXiv:2406.12544</i>. 2024.","ama":"Robrecht A, Voss H, Gottschalk L, Kopp S. Integrating Representational Gestures into Automatically Generated  Embodied Explanations and its Effects on Understanding and Interaction  Quality. <i>arXiv:240612544</i>. Published online 2024.","short":"A. Robrecht, H. Voss, L. Gottschalk, S. Kopp, ArXiv:2406.12544 (2024).","mla":"Robrecht, Amelie, et al. “Integrating Representational Gestures into Automatically Generated  Embodied Explanations and Its Effects on Understanding and Interaction  Quality.” <i>ArXiv:2406.12544</i>, 2024.","bibtex":"@article{Robrecht_Voss_Gottschalk_Kopp_2024, title={Integrating Representational Gestures into Automatically Generated  Embodied Explanations and its Effects on Understanding and Interaction  Quality}, journal={arXiv:2406.12544}, author={Robrecht, Amelie and Voss, Hendric and Gottschalk, Lisa and Kopp, Stefan}, year={2024} }","apa":"Robrecht, A., Voss, H., Gottschalk, L., &#38; Kopp, S. (2024). Integrating Representational Gestures into Automatically Generated  Embodied Explanations and its Effects on Understanding and Interaction  Quality. In <i>arXiv:2406.12544</i>."},"date_updated":"2024-07-16T09:38:34Z","date_created":"2024-07-10T11:03:59Z","author":[{"first_name":"Amelie","orcid":"0000-0001-5622-8248","last_name":"Robrecht","id":"91982","full_name":"Robrecht, Amelie"},{"first_name":"Hendric","last_name":"Voss","full_name":"Voss, Hendric"},{"first_name":"Lisa","last_name":"Gottschalk","full_name":"Gottschalk, Lisa"},{"last_name":"Kopp","full_name":"Kopp, Stefan","first_name":"Stefan"}],"title":"Integrating Representational Gestures into Automatically Generated  Embodied Explanations and its Effects on Understanding and Interaction  Quality"}]