[{"status":"public","editor":[{"first_name":"Katharina J.","id":"50352","full_name":"Rohlfing, Katharina J.","orcid":"0000-0002-5676-8233","last_name":"Rohlfing"},{"first_name":"Kary","last_name":"Främling","full_name":"Främling, Kary"},{"last_name":"Lim","full_name":"Lim, Brian","first_name":"Brian"},{"first_name":"Suzana","last_name":"Alpsancar","id":"93637","full_name":"Alpsancar, Suzana"},{"first_name":"Kirsten","full_name":"Thommes, Kirsten","id":"72497","last_name":"Thommes"}],"abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n                  <jats:p>This introduction sets the stage for the present book. Whereas research in eXplainable AI (XAI) is motivated by societal changes and values, technology development largely ignores social aspects. This book aims to address this research gap with a systematic and comprehensive social view on explainable AI. Besides introducing many relevant concepts, the book offers first access to their possible implementation, thus advancing the development of more social XAI. The introduction starts by connecting the topic to the general research field of XAI. The second part defines the novel approach of social eXplainable AI (sXAI) along the three characteristics of social interaction such as patternedness, incrementality, and multimodality. Finally, the third part explains the structure followed by each chapter. The book offers insights not only for readers who work on technology development but also for those working in sociotechnical fields. Addressing an interdisciplinary readership, the book is an invitation for more exchange and further development of the sXAI field.</jats:p>"}],"type":"book_editor","language":[{"iso":"eng"}],"department":[{"_id":"26"},{"_id":"756"}],"user_id":"93637","_id":"65065","project":[{"_id":"109","name":"TRR 318: Erklärbarkeit konstruieren"}],"citation":{"mla":"Rohlfing, Katharina J., et al., editors. <i>Social Explainable AI</i>. Springer Nature Singapore, 2026, doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_1\">10.1007/978-981-96-5290-7_1</a>.","bibtex":"@book{Rohlfing_Främling_Lim_Alpsancar_Thommes_2026, place={Singapore}, title={Social Explainable AI}, DOI={<a href=\"https://doi.org/10.1007/978-981-96-5290-7_1\">10.1007/978-981-96-5290-7_1</a>}, publisher={Springer Nature Singapore}, year={2026} }","short":"K.J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, K. Thommes, eds., Social Explainable AI, Springer Nature Singapore, Singapore, 2026.","apa":"Rohlfing, K. J., Främling, K., Lim, B., Alpsancar, S., &#38; Thommes, K. (Eds.). (2026). <i>Social Explainable AI</i>. Springer Nature Singapore. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_1\">https://doi.org/10.1007/978-981-96-5290-7_1</a>","ama":"Rohlfing KJ, Främling K, Lim B, Alpsancar S, Thommes K, eds. <i>Social Explainable AI</i>. Springer Nature Singapore; 2026. doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_1\">10.1007/978-981-96-5290-7_1</a>","ieee":"K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, and K. Thommes, Eds., <i>Social Explainable AI</i>. Singapore: Springer Nature Singapore, 2026.","chicago":"Rohlfing, Katharina J., Kary Främling, Brian Lim, Suzana Alpsancar, and Kirsten Thommes, eds. <i>Social Explainable AI</i>. Singapore: Springer Nature Singapore, 2026. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_1\">https://doi.org/10.1007/978-981-96-5290-7_1</a>."},"year":"2026","place":"Singapore","publication_identifier":{"isbn":["9789819652891","9789819652907"]},"publication_status":"published","doi":"10.1007/978-981-96-5290-7_1","main_file_link":[{"url":"https://link.springer.com/book/10.1007/978-981-96-5290-7","open_access":"1"}],"title":"Social Explainable AI","date_created":"2026-03-19T11:55:17Z","publisher":"Springer Nature Singapore","oa":"1","date_updated":"2026-03-19T11:59:42Z"},{"publication":"Social Explainable AI","language":[{"iso":"eng"}],"year":"2026","quality_controlled":"1","title":"Incremental communication","date_created":"2025-09-17T10:16:36Z","publisher":"Springer","status":"public","editor":[{"first_name":"Katharina J.","last_name":"Rohlfing","full_name":"Rohlfing, Katharina J."},{"full_name":"Främling, Kary","last_name":"Främling","first_name":"Kary"},{"first_name":"Suzana","full_name":"Alpsancar, Suzana","last_name":"Alpsancar"},{"first_name":"Kirsten","last_name":"Thommes","full_name":"Thommes, Kirsten"},{"first_name":"Brian Y.","full_name":"Lim, Brian Y.","last_name":"Lim"}],"type":"book_chapter","user_id":"57578","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"},{"name":"TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog","_id":"115"},{"name":"TRR 318 - Subproject A3","_id":"113"},{"_id":"118","name":"TRR 318: Project Area INF"}],"_id":"61323","citation":{"ama":"Wrede B, Buschmeier H, Rohlfing KJ, Booshehri M, Grimminger A. Incremental communication. In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds. <i>Social Explainable AI</i>. Springer; 2026:227-245. doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_12\">10.1007/978-981-96-5290-7_12</a>","ieee":"B. Wrede, H. Buschmeier, K. J. Rohlfing, M. Booshehri, and A. Grimminger, “Incremental communication,” in <i>Social Explainable AI</i>, K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 227–245.","chicago":"Wrede, Britta, Hendrik Buschmeier, Katharina Justine Rohlfing, Meisam Booshehri, and Angela Grimminger. “Incremental Communication.” In <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing, Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim, 227–45. Springer, 2026. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_12\">https://doi.org/10.1007/978-981-96-5290-7_12</a>.","apa":"Wrede, B., Buschmeier, H., Rohlfing, K. J., Booshehri, M., &#38; Grimminger, A. (2026). Incremental communication. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, &#38; B. Y. Lim (Eds.), <i>Social Explainable AI</i> (pp. 227–245). Springer. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_12\">https://doi.org/10.1007/978-981-96-5290-7_12</a>","bibtex":"@inbook{Wrede_Buschmeier_Rohlfing_Booshehri_Grimminger_2026, title={Incremental communication}, DOI={<a href=\"https://doi.org/10.1007/978-981-96-5290-7_12\">10.1007/978-981-96-5290-7_12</a>}, booktitle={Social Explainable AI}, publisher={Springer}, author={Wrede, Britta and Buschmeier, Hendrik and Rohlfing, Katharina Justine and Booshehri, Meisam and Grimminger, Angela}, editor={Rohlfing, Katharina J. and Främling, Kary and Alpsancar, Suzana and Thommes, Kirsten and Lim, Brian Y.}, year={2026}, pages={227–245} }","short":"B. Wrede, H. Buschmeier, K.J. Rohlfing, M. Booshehri, A. Grimminger, in: K.J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026, pp. 227–245.","mla":"Wrede, Britta, et al. “Incremental Communication.” <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing et al., Springer, 2026, pp. 227–45, doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_12\">10.1007/978-981-96-5290-7_12</a>."},"page":"227-245","related_material":{"link":[{"relation":"original","url":"https://link.springer.com/chapter/10.1007/978-981-96-5290-7_12"}]},"publication_status":"epub_ahead","publication_identifier":{"eisbn":["978-981-96-5290-7"]},"main_file_link":[{"open_access":"1"}],"doi":"10.1007/978-981-96-5290-7_12","author":[{"last_name":"Wrede","full_name":"Wrede, Britta","first_name":"Britta"},{"first_name":"Hendrik","last_name":"Buschmeier","full_name":"Buschmeier, Hendrik"},{"first_name":"Katharina Justine","orcid":"0000-0002-5676-8233","last_name":"Rohlfing","full_name":"Rohlfing, Katharina Justine","id":"50352"},{"last_name":"Booshehri","full_name":"Booshehri, Meisam","first_name":"Meisam"},{"last_name":"Grimminger","full_name":"Grimminger, Angela","id":"57578","first_name":"Angela"}],"date_updated":"2026-03-19T12:38:37Z","oa":"1"},{"year":"2026","quality_controlled":"1","title":"Theoretical aspects of multimodal processing","publisher":"Springer","date_created":"2025-09-17T10:13:52Z","publication":"Social Explainable AI","language":[{"iso":"eng"}],"page":"351-365","citation":{"chicago":"Grimminger, Angela, and Hendrik Buschmeier. “Theoretical Aspects of Multimodal Processing.” In <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing, Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim, 351–65. Springer, 2026. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_18\">https://doi.org/10.1007/978-981-96-5290-7_18</a>.","ieee":"A. Grimminger and H. Buschmeier, “Theoretical aspects of multimodal processing,” in <i>Social Explainable AI</i>, K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 351–365.","apa":"Grimminger, A., &#38; Buschmeier, H. (2026). Theoretical aspects of multimodal processing. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, &#38; B. Y. Lim (Eds.), <i>Social Explainable AI</i> (pp. 351–365). Springer. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_18\">https://doi.org/10.1007/978-981-96-5290-7_18</a>","ama":"Grimminger A, Buschmeier H. Theoretical aspects of multimodal processing. In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds. <i>Social Explainable AI</i>. Springer; 2026:351-365. doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_18\">10.1007/978-981-96-5290-7_18</a>","mla":"Grimminger, Angela, and Hendrik Buschmeier. “Theoretical Aspects of Multimodal Processing.” <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing et al., Springer, 2026, pp. 351–65, doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_18\">10.1007/978-981-96-5290-7_18</a>.","short":"A. Grimminger, H. Buschmeier, in: K.J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026, pp. 351–365.","bibtex":"@inbook{Grimminger_Buschmeier_2026, title={Theoretical aspects of multimodal processing}, DOI={<a href=\"https://doi.org/10.1007/978-981-96-5290-7_18\">10.1007/978-981-96-5290-7_18</a>}, booktitle={Social Explainable AI}, publisher={Springer}, author={Grimminger, Angela and Buschmeier, Hendrik}, editor={Rohlfing, Katharina J. and Främling, Kary and Alpsancar, Suzana and Thommes, Kirsten and Lim, Brian Y.}, year={2026}, pages={351–365} }"},"publication_identifier":{"eisbn":["978-981-96-5290-7"]},"publication_status":"published","related_material":{"link":[{"relation":"original","url":"https://link.springer.com/chapter/10.1007/978-981-96-5290-7_18"}]},"doi":"10.1007/978-981-96-5290-7_18","main_file_link":[{"open_access":"1"}],"oa":"1","date_updated":"2026-03-19T12:48:40Z","author":[{"first_name":"Angela","last_name":"Grimminger","full_name":"Grimminger, Angela","id":"57578"},{"first_name":"Hendrik","last_name":"Buschmeier","full_name":"Buschmeier, Hendrik"}],"editor":[{"full_name":"Rohlfing, Katharina J.","last_name":"Rohlfing","first_name":"Katharina J."},{"full_name":"Främling, Kary","last_name":"Främling","first_name":"Kary"},{"full_name":"Alpsancar, Suzana","last_name":"Alpsancar","first_name":"Suzana"},{"first_name":"Kirsten","full_name":"Thommes, Kirsten","last_name":"Thommes"},{"last_name":"Lim","full_name":"Lim, Brian Y.","first_name":"Brian Y."}],"status":"public","type":"book_chapter","_id":"61321","project":[{"name":"TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten","_id":"112"}],"department":[{"_id":"660"}],"user_id":"57578"},{"date_created":"2026-03-19T13:51:12Z","publisher":"Walter de Gruyter GmbH","title":"A Note on the Size Reduction Reform in the German Parliament: A Game Theoretic Analysis of Power Indices","issue":"3","quality_controlled":"1","year":"2026","language":[{"iso":"eng"}],"keyword":["Bundestag reform","Banzhaf power index","Shapley-Shubik power index"],"publication":"Review of Economics","abstract":[{"text":"<jats:title>Abstract</jats:title>\r\n                  <jats:p>We investigate whether the recently approved reforms of the apportionment of parliamentary seats to parties in the German Bundestag affects the parties’ political influence measured by power indices. We find that under neither reform the underlying simple game, which describes the possibilities to form governments, remains unchanged and as a result the Shapley-Shubik and the Banzhaf index are unaltered. As a consequence, the major change resulting from the reforms is the reduction of the Bundestag’s size to 630 seats.</jats:p>","lang":"eng"}],"volume":76,"author":[{"last_name":"Duman","full_name":"Duman, Papatya","first_name":"Papatya"},{"last_name":"Haake","id":"20801","full_name":"Haake, Claus-Jochen","first_name":"Claus-Jochen"}],"date_updated":"2026-03-19T13:56:59Z","oa":"1","doi":"10.1515/roe-2024-0048","main_file_link":[{"open_access":"1","url":"https://www.degruyterbrill.com/document/doi/10.1515/roe-2024-0048/html"}],"publication_identifier":{"issn":["0948-5139","2366-035X"]},"publication_status":"published","page":"241-270","intvolume":"        76","citation":{"chicago":"Duman, Papatya, and Claus-Jochen Haake. “A Note on the Size Reduction Reform in the German Parliament: A Game Theoretic Analysis of Power Indices.” <i>Review of Economics</i> 76, no. 3 (2026): 241–70. <a href=\"https://doi.org/10.1515/roe-2024-0048\">https://doi.org/10.1515/roe-2024-0048</a>.","ieee":"P. Duman and C.-J. Haake, “A Note on the Size Reduction Reform in the German Parliament: A Game Theoretic Analysis of Power Indices,” <i>Review of Economics</i>, vol. 76, no. 3, pp. 241–270, 2026, doi: <a href=\"https://doi.org/10.1515/roe-2024-0048\">10.1515/roe-2024-0048</a>.","short":"P. Duman, C.-J. Haake, Review of Economics 76 (2026) 241–270.","bibtex":"@article{Duman_Haake_2026, title={A Note on the Size Reduction Reform in the German Parliament: A Game Theoretic Analysis of Power Indices}, volume={76}, DOI={<a href=\"https://doi.org/10.1515/roe-2024-0048\">10.1515/roe-2024-0048</a>}, number={3}, journal={Review of Economics}, publisher={Walter de Gruyter GmbH}, author={Duman, Papatya and Haake, Claus-Jochen}, year={2026}, pages={241–270} }","mla":"Duman, Papatya, and Claus-Jochen Haake. “A Note on the Size Reduction Reform in the German Parliament: A Game Theoretic Analysis of Power Indices.” <i>Review of Economics</i>, vol. 76, no. 3, Walter de Gruyter GmbH, 2026, pp. 241–70, doi:<a href=\"https://doi.org/10.1515/roe-2024-0048\">10.1515/roe-2024-0048</a>.","apa":"Duman, P., &#38; Haake, C.-J. (2026). A Note on the Size Reduction Reform in the German Parliament: A Game Theoretic Analysis of Power Indices. <i>Review of Economics</i>, <i>76</i>(3), 241–270. <a href=\"https://doi.org/10.1515/roe-2024-0048\">https://doi.org/10.1515/roe-2024-0048</a>","ama":"Duman P, Haake C-J. A Note on the Size Reduction Reform in the German Parliament: A Game Theoretic Analysis of Power Indices. <i>Review of Economics</i>. 2026;76(3):241-270. doi:<a href=\"https://doi.org/10.1515/roe-2024-0048\">10.1515/roe-2024-0048</a>"},"jel":["D72","C71"],"department":[{"_id":"205"},{"_id":"475"},{"_id":"200"}],"user_id":"20801","_id":"65066","article_type":"original","type":"journal_article","status":"public"},{"publisher":"Waxmann","date_created":"2026-02-25T14:44:21Z","title":"Reflexion von individuellen Selbstregulationsfähigkeiten zur Professionalisierung im bildungswissenschaftlichen Begleitseminar des Praxissemesters","year":"2026","language":[{"iso":"ger"}],"publication":"Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven","date_updated":"2026-03-20T07:08:07Z","oa":"1","volume":2,"author":[{"id":"98966","full_name":"Lehberger, Regine","last_name":"Lehberger","orcid":"0009-0007-0289-0288","first_name":"Regine"}],"main_file_link":[{"url":"https://doi.org/10.31244/9783818851057","open_access":"1"}],"publication_identifier":{"unknown":["978-3-8188-0105-2"]},"publication_status":"published","place":"Münster, New York","intvolume":"         2","page":"185-193","citation":{"short":"R. Lehberger, in: C. Vogelsang, L. Grotegut, J. Bruns, J. Riese, F. Sabine (Eds.), Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven, Waxmann, Münster, New York, 2026, pp. 185–193.","mla":"Lehberger, Regine. “Reflexion von individuellen Selbstregulationsfähigkeiten zur Professionalisierung im bildungswissenschaftlichen Begleitseminar des Praxissemesters.” <i>Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven</i>, edited by Christoph Vogelsang et al., vol. 2, Waxmann, 2026, pp. 185–93.","bibtex":"@inbook{Lehberger_2026, place={Münster, New York}, series={Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung}, title={Reflexion von individuellen Selbstregulationsfähigkeiten zur Professionalisierung im bildungswissenschaftlichen Begleitseminar des Praxissemesters}, volume={2}, booktitle={Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven}, publisher={Waxmann}, author={Lehberger, Regine}, editor={Vogelsang, Christoph and Grotegut, Lea and Bruns, Julia and Riese, Josef and Sabine, Fechner}, year={2026}, pages={185–193}, collection={Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung} }","apa":"Lehberger, R. (2026). Reflexion von individuellen Selbstregulationsfähigkeiten zur Professionalisierung im bildungswissenschaftlichen Begleitseminar des Praxissemesters. In C. Vogelsang, L. Grotegut, J. Bruns, J. Riese, &#38; F. Sabine (Eds.), <i>Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven</i> (Vol. 2, pp. 185–193). Waxmann.","ieee":"R. Lehberger, “Reflexion von individuellen Selbstregulationsfähigkeiten zur Professionalisierung im bildungswissenschaftlichen Begleitseminar des Praxissemesters,” in <i>Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven</i>, vol. 2, C. Vogelsang, L. Grotegut, J. Bruns, J. Riese, and F. Sabine, Eds. Münster, New York: Waxmann, 2026, pp. 185–193.","chicago":"Lehberger, Regine. “Reflexion von individuellen Selbstregulationsfähigkeiten zur Professionalisierung im bildungswissenschaftlichen Begleitseminar des Praxissemesters.” In <i>Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven</i>, edited by Christoph Vogelsang, Lea Grotegut, Julia Bruns, Josef Riese, and Fechner Sabine, 2:185–93. Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung. Münster, New York: Waxmann, 2026.","ama":"Lehberger R. Reflexion von individuellen Selbstregulationsfähigkeiten zur Professionalisierung im bildungswissenschaftlichen Begleitseminar des Praxissemesters. In: Vogelsang C, Grotegut L, Bruns J, Riese J, Sabine F, eds. <i>Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven</i>. Vol 2. Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung. Waxmann; 2026:185-193."},"_id":"64624","department":[{"_id":"36"},{"_id":"4"},{"_id":"459"}],"series_title":"Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung","user_id":"98966","type":"book_chapter","editor":[{"first_name":"Christoph","last_name":"Vogelsang","full_name":"Vogelsang, Christoph"},{"last_name":"Grotegut","full_name":"Grotegut, Lea","first_name":"Lea"},{"last_name":"Bruns","full_name":"Bruns, Julia","first_name":"Julia"},{"first_name":"Josef","last_name":"Riese","full_name":"Riese, Josef"},{"first_name":"Fechner","last_name":"Sabine","full_name":"Sabine, Fechner"}],"status":"public"},{"date_created":"2025-09-17T10:15:42Z","publisher":"Springer","title":"Characteristics of nonverbal behavior","quality_controlled":"1","year":"2026","language":[{"iso":"eng"}],"publication":"Social Explainable AI","author":[{"first_name":"Stefan Teodorov","orcid":"0009-0009-0892-9483","last_name":"Lazarov","full_name":"Lazarov, Stefan Teodorov","id":"90345"},{"last_name":"Tchappi","full_name":"Tchappi, Igor","first_name":"Igor"},{"first_name":"Angela","id":"57578","full_name":"Grimminger, Angela","last_name":"Grimminger"}],"oa":"1","date_updated":"2026-03-19T13:58:43Z","doi":"10.1007/978-981-96-5290-7_19","main_file_link":[{"open_access":"1"}],"related_material":{"link":[{"relation":"original","url":"https://link.springer.com/chapter/10.1007/978-981-96-5290-7_19"}]},"publication_identifier":{"eisbn":["978-981-96-5290-7"]},"publication_status":"published","page":"367-390","citation":{"ieee":"S. T. Lazarov, I. Tchappi, and A. Grimminger, “Characteristics of nonverbal behavior,” in <i>Social Explainable AI</i>, K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 367–390.","chicago":"Lazarov, Stefan Teodorov, Igor Tchappi, and Angela Grimminger. “Characteristics of Nonverbal Behavior.” In <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing, Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim, 367–90. Springer, 2026. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_19\">https://doi.org/10.1007/978-981-96-5290-7_19</a>.","short":"S.T. Lazarov, I. Tchappi, A. Grimminger, in: K.J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026, pp. 367–390.","mla":"Lazarov, Stefan Teodorov, et al. “Characteristics of Nonverbal Behavior.” <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing et al., Springer, 2026, pp. 367–90, doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_19\">10.1007/978-981-96-5290-7_19</a>.","bibtex":"@inbook{Lazarov_Tchappi_Grimminger_2026, title={Characteristics of nonverbal behavior}, DOI={<a href=\"https://doi.org/10.1007/978-981-96-5290-7_19\">10.1007/978-981-96-5290-7_19</a>}, booktitle={Social Explainable AI}, publisher={Springer}, author={Lazarov, Stefan Teodorov and Tchappi, Igor and Grimminger, Angela}, editor={Rohlfing, Katharina J. and Främling, Kary and Alpsancar, Suzana and Thommes, Kirsten and Lim, Brian Y.}, year={2026}, pages={367–390} }","ama":"Lazarov ST, Tchappi I, Grimminger A. Characteristics of nonverbal behavior. In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds. <i>Social Explainable AI</i>. Springer; 2026:367-390. doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_19\">10.1007/978-981-96-5290-7_19</a>","apa":"Lazarov, S. T., Tchappi, I., &#38; Grimminger, A. (2026). Characteristics of nonverbal behavior. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, &#38; B. Y. Lim (Eds.), <i>Social Explainable AI</i> (pp. 367–390). Springer. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_19\">https://doi.org/10.1007/978-981-96-5290-7_19</a>"},"department":[{"_id":"660"},{"_id":"36"}],"user_id":"57578","_id":"61322","project":[{"_id":"112","name":"TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten"}],"type":"book_chapter","status":"public","editor":[{"full_name":"Rohlfing, Katharina J.","last_name":"Rohlfing","first_name":"Katharina J."},{"first_name":"Kary","last_name":"Främling","full_name":"Främling, Kary"},{"last_name":"Alpsancar","full_name":"Alpsancar, Suzana","first_name":"Suzana"},{"first_name":"Kirsten","full_name":"Thommes, Kirsten","last_name":"Thommes"},{"last_name":"Lim","full_name":"Lim, Brian Y.","first_name":"Brian Y."}]},{"year":"2026","quality_controlled":"1","title":"Timing and synchronization of multimodal signals in explanations","publisher":"Springer","date_created":"2025-09-17T10:16:49Z","publication":"Social Explainable AI","language":[{"iso":"eng"}],"page":"433-446","citation":{"apa":"Wagner, P., &#38; Kopp, S. (2026). Timing and synchronization of multimodal signals in explanations. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, &#38; B. Y. Lim (Eds.), <i>Social Explainable AI</i> (pp. 433–446). Springer. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_22\">https://doi.org/10.1007/978-981-96-5290-7_22</a>","short":"P. Wagner, S. Kopp, in: K.J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026, pp. 433–446.","mla":"Wagner, Petra, and Stefan Kopp. “Timing and Synchronization of Multimodal Signals in Explanations.” <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing et al., Springer, 2026, pp. 433–46, doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_22\">10.1007/978-981-96-5290-7_22</a>.","bibtex":"@inbook{Wagner_Kopp_2026, title={Timing and synchronization of multimodal signals in explanations}, DOI={<a href=\"https://doi.org/10.1007/978-981-96-5290-7_22\">10.1007/978-981-96-5290-7_22</a>}, booktitle={Social Explainable AI}, publisher={Springer}, author={Wagner, Petra and Kopp, Stefan}, editor={Rohlfing, Katharina J. and Främling, Kary and Alpsancar, Suzana and Thommes, Kirsten and Lim, Brian Y.}, year={2026}, pages={433–446} }","chicago":"Wagner, Petra, and Stefan Kopp. “Timing and Synchronization of Multimodal Signals in Explanations.” In <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing, Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim, 433–46. Springer, 2026. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_22\">https://doi.org/10.1007/978-981-96-5290-7_22</a>.","ieee":"P. Wagner and S. Kopp, “Timing and synchronization of multimodal signals in explanations,” in <i>Social Explainable AI</i>, K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 433–446.","ama":"Wagner P, Kopp S. Timing and synchronization of multimodal signals in explanations. In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds. <i>Social Explainable AI</i>. Springer; 2026:433-446. doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_22\">10.1007/978-981-96-5290-7_22</a>"},"publication_identifier":{"eisbn":["978-981-96-5290-7"]},"publication_status":"published","related_material":{"link":[{"url":"https://link.springer.com/chapter/10.1007/978-981-96-5290-7_22","relation":"original"}]},"doi":"10.1007/978-981-96-5290-7_22","main_file_link":[{"open_access":"1"}],"oa":"1","date_updated":"2026-03-19T13:58:53Z","author":[{"first_name":"Petra","full_name":"Wagner, Petra","last_name":"Wagner"},{"last_name":"Kopp","full_name":"Kopp, Stefan","first_name":"Stefan"}],"editor":[{"first_name":"Katharina J.","full_name":"Rohlfing, Katharina J.","last_name":"Rohlfing"},{"first_name":"Kary","last_name":"Främling","full_name":"Främling, Kary"},{"first_name":"Suzana","full_name":"Alpsancar, Suzana","last_name":"Alpsancar"},{"first_name":"Kirsten","last_name":"Thommes","full_name":"Thommes, Kirsten"},{"first_name":"Brian Y.","last_name":"Lim","full_name":"Lim, Brian Y."}],"status":"public","type":"book_chapter","_id":"61324","project":[{"_id":"112","name":"TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten"},{"name":"TRR 318; TP A01: Adaptives Erklären","_id":"111"}],"department":[{"_id":"660"}],"user_id":"57578"},{"status":"public","editor":[{"full_name":"Rohlfing, Katharina","last_name":"Rohlfing","first_name":"Katharina"},{"full_name":"Främling, Kary","last_name":"Främling","first_name":"Kary"},{"full_name":"Thommes, Kirsten","last_name":"Thommes","first_name":"Kirsten"},{"last_name":"Alpsancar","full_name":"Alpsancar, Suzana","first_name":"Suzana"},{"first_name":"Brian Y.","last_name":"Lim","full_name":"Lim, Brian Y."}],"publication":"Social Explainable AI","type":"book_chapter","language":[{"iso":"eng"}],"department":[{"_id":"660"}],"user_id":"57578","_id":"61112","project":[{"_id":"112","name":"TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten"},{"name":"TRR 318; TP A01: Adaptives Erklären","_id":"111"},{"_id":"115","name":"TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog"},{"_id":"123","name":"TRR 318 - Subproject B5"}],"citation":{"bibtex":"@inbook{Rohlfing_Vollmer_Grimminger_2026, title={Practices: How to establish an explaining practice}, DOI={<a href=\"https://doi.org/10.1007/978-981-96-5290-7_5\">10.1007/978-981-96-5290-7_5</a>}, booktitle={Social Explainable AI}, publisher={Springer}, author={Rohlfing, Katharina J. and Vollmer, Anna-Lisa and Grimminger, Angela}, editor={Rohlfing, Katharina and Främling, Kary and Thommes, Kirsten and Alpsancar, Suzana and Lim, Brian Y.}, year={2026} }","short":"K.J. Rohlfing, A.-L. Vollmer, A. Grimminger, in: K. Rohlfing, K. Främling, K. Thommes, S. Alpsancar, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026.","mla":"Rohlfing, Katharina J., et al. “Practices: How to Establish an Explaining Practice.” <i>Social Explainable AI</i>, edited by Katharina Rohlfing et al., Springer, 2026, doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_5\">10.1007/978-981-96-5290-7_5</a>.","apa":"Rohlfing, K. J., Vollmer, A.-L., &#38; Grimminger, A. (2026). Practices: How to establish an explaining practice. In K. Rohlfing, K. Främling, K. Thommes, S. Alpsancar, &#38; B. Y. Lim (Eds.), <i>Social Explainable AI</i>. Springer. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_5\">https://doi.org/10.1007/978-981-96-5290-7_5</a>","ama":"Rohlfing KJ, Vollmer A-L, Grimminger A. Practices: How to establish an explaining practice. In: Rohlfing K, Främling K, Thommes K, Alpsancar S, Lim BY, eds. <i>Social Explainable AI</i>. Springer; 2026. doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_5\">10.1007/978-981-96-5290-7_5</a>","ieee":"K. J. Rohlfing, A.-L. Vollmer, and A. Grimminger, “Practices: How to establish an explaining practice,” in <i>Social Explainable AI</i>, K. Rohlfing, K. Främling, K. Thommes, S. Alpsancar, and B. Y. Lim, Eds. Springer, 2026.","chicago":"Rohlfing, Katharina J., Anna-Lisa Vollmer, and Angela Grimminger. “Practices: How to Establish an Explaining Practice.” In <i>Social Explainable AI</i>, edited by Katharina Rohlfing, Kary Främling, Kirsten Thommes, Suzana Alpsancar, and Brian Y. Lim. Springer, 2026. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_5\">https://doi.org/10.1007/978-981-96-5290-7_5</a>."},"year":"2026","related_material":{"link":[{"relation":"original","url":"https://link.springer.com/chapter/10.1007/978-981-96-5290-7_5"}]},"publication_identifier":{"eisbn":["978-981-96-5290-7"]},"quality_controlled":"1","publication_status":"epub_ahead","doi":"10.1007/978-981-96-5290-7_5","main_file_link":[{"open_access":"1"}],"title":"Practices: How to establish an explaining practice","date_created":"2025-09-02T14:33:16Z","author":[{"first_name":"Katharina J.","orcid":"0000-0002-5676-8233","last_name":"Rohlfing","full_name":"Rohlfing, Katharina J.","id":"50352"},{"first_name":"Anna-Lisa","full_name":"Vollmer, Anna-Lisa","last_name":"Vollmer"},{"first_name":"Angela","last_name":"Grimminger","full_name":"Grimminger, Angela","id":"57578"}],"oa":"1","date_updated":"2026-03-20T09:11:58Z","publisher":"Springer"},{"title":"Scenarios of Social Explainable AI in practice","doi":"10.1007/978-981-96-5290-7_2","main_file_link":[{"open_access":"1"}],"publisher":"Springer","oa":"1","date_updated":"2026-03-20T09:22:08Z","author":[{"first_name":"Kary","last_name":"Främling","full_name":"Främling, Kary"},{"last_name":"Alami","full_name":"Alami, Rachid","first_name":"Rachid"},{"full_name":"Hulstijn, Joris","last_name":"Hulstijn","first_name":"Joris"},{"full_name":"Tchappi, Igor","last_name":"Tchappi","first_name":"Igor"},{"first_name":"Angela","last_name":"Grimminger","id":"57578","full_name":"Grimminger, Angela"},{"last_name":"Wrede","full_name":"Wrede, Britta","first_name":"Britta"},{"first_name":"Hendrik","full_name":"Buschmeier, Hendrik","last_name":"Buschmeier"},{"first_name":"Sylvain","full_name":"Kubler, Sylvain","last_name":"Kubler"}],"date_created":"2026-03-20T09:18:01Z","year":"2026","page":"19-38","citation":{"ama":"Främling K, Alami R, Hulstijn J, et al. Scenarios of Social Explainable AI in practice. In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds. <i>Social Explainable AI</i>. Springer; 2026:19-38. doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_2\">10.1007/978-981-96-5290-7_2</a>","ieee":"K. Främling <i>et al.</i>, “Scenarios of Social Explainable AI in practice,” in <i>Social Explainable AI</i>, K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 19–38.","chicago":"Främling, Kary, Rachid Alami, Joris Hulstijn, Igor Tchappi, Angela Grimminger, Britta Wrede, Hendrik Buschmeier, and Sylvain Kubler. “Scenarios of Social Explainable AI in Practice.” In <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing, Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim, 19–38. Springer, 2026. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_2\">https://doi.org/10.1007/978-981-96-5290-7_2</a>.","bibtex":"@inbook{Främling_Alami_Hulstijn_Tchappi_Grimminger_Wrede_Buschmeier_Kubler_2026, title={Scenarios of Social Explainable AI in practice}, DOI={<a href=\"https://doi.org/10.1007/978-981-96-5290-7_2\">10.1007/978-981-96-5290-7_2</a>}, booktitle={Social Explainable AI}, publisher={Springer}, author={Främling, Kary and Alami, Rachid and Hulstijn, Joris and Tchappi, Igor and Grimminger, Angela and Wrede, Britta and Buschmeier, Hendrik and Kubler, Sylvain}, editor={Rohlfing, Katharina J. and Främling, Kary and Alpsancar, Suzana and Thommes, Kirsten and Lim, Brian Y.}, year={2026}, pages={19–38} }","short":"K. Främling, R. Alami, J. Hulstijn, I. Tchappi, A. Grimminger, B. Wrede, H. Buschmeier, S. Kubler, in: K.J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026, pp. 19–38.","mla":"Främling, Kary, et al. “Scenarios of Social Explainable AI in Practice.” <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing et al., Springer, 2026, pp. 19–38, doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_2\">10.1007/978-981-96-5290-7_2</a>.","apa":"Främling, K., Alami, R., Hulstijn, J., Tchappi, I., Grimminger, A., Wrede, B., Buschmeier, H., &#38; Kubler, S. (2026). Scenarios of Social Explainable AI in practice. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, &#38; B. Y. Lim (Eds.), <i>Social Explainable AI</i> (pp. 19–38). Springer. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_2\">https://doi.org/10.1007/978-981-96-5290-7_2</a>"},"publication_identifier":{"isbn":["9789819652891","9789819652907"]},"quality_controlled":"1","publication_status":"published","related_material":{"link":[{"url":"https://link.springer.com/chapter/10.1007/978-981-96-5290-7_2","relation":"original"}]},"language":[{"iso":"eng"}],"_id":"65069","user_id":"57578","editor":[{"first_name":"Katharina J.","full_name":"Rohlfing, Katharina J.","last_name":"Rohlfing"},{"last_name":"Främling","full_name":"Främling, Kary","first_name":"Kary"},{"last_name":"Alpsancar","full_name":"Alpsancar, Suzana","first_name":"Suzana"},{"last_name":"Thommes","full_name":"Thommes, Kirsten","first_name":"Kirsten"},{"first_name":"Brian Y.","full_name":"Lim, Brian Y.","last_name":"Lim"}],"status":"public","publication":"Social Explainable AI","type":"book_chapter"},{"status":"public","editor":[{"last_name":"Stephanidis","full_name":"Stephanidis, Constantine ","first_name":"Constantine "},{"last_name":"Antona","full_name":"Antona, Margherita","first_name":"Margherita"},{"first_name":"Stavroula","full_name":"Ntoa, Stavroula","last_name":"Ntoa"},{"first_name":"Gavriel","last_name":"Salvendy","full_name":"Salvendy, Gavriel"}],"type":"conference","publication":"HCI International 2026 Posters: 28th International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings","language":[{"iso":"eng"}],"user_id":"72684","series_title":"Communications in Computer and Information Science (CCIS)","department":[{"_id":"757"}],"project":[{"_id":"109","name":"TRR 318: Erklärbarkeit konstruieren"}],"_id":"63031","citation":{"apa":"Menne, A. L., &#38; Schulz, C. (n.d.). Social Context in Human-AI Interaction (HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries. In C. Stephanidis, M. Antona, S. Ntoa, &#38; G. Salvendy (Eds.), <i>HCI International 2026 Posters: 28th International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings</i>. Springer International Publishing.","short":"A.L. Menne, C. Schulz, in: C. Stephanidis, M. Antona, S. Ntoa, G. Salvendy (Eds.), HCI International 2026 Posters: 28th International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings, Springer International Publishing, n.d.","bibtex":"@inproceedings{Menne_Schulz, series={Communications in Computer and Information Science (CCIS)}, title={Social Context in Human-AI Interaction (HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries}, booktitle={HCI International 2026 Posters: 28th International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings}, publisher={Springer International Publishing}, author={Menne, Anna Lena and Schulz, Christian}, editor={Stephanidis, Constantine  and Antona, Margherita and Ntoa, Stavroula and Salvendy, Gavriel}, collection={Communications in Computer and Information Science (CCIS)} }","mla":"Menne, Anna Lena, and Christian Schulz. “Social Context in Human-AI Interaction (HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries.” <i>HCI International 2026 Posters: 28th International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings</i>, edited by Constantine  Stephanidis et al., Springer International Publishing.","ieee":"A. L. Menne and C. Schulz, “Social Context in Human-AI Interaction (HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries,” in <i>HCI International 2026 Posters: 28th International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings</i>, Montreal.","chicago":"Menne, Anna Lena, and Christian Schulz. “Social Context in Human-AI Interaction (HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries.” In <i>HCI International 2026 Posters: 28th International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings</i>, edited by Constantine  Stephanidis, Margherita Antona, Stavroula Ntoa, and Gavriel Salvendy. Communications in Computer and Information Science (CCIS). Springer International Publishing, n.d.","ama":"Menne AL, Schulz C. Social Context in Human-AI Interaction (HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries. In: Stephanidis C, Antona M, Ntoa S, Salvendy G, eds. <i>HCI International 2026 Posters: 28th International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings</i>. Communications in Computer and Information Science (CCIS). Springer International Publishing."},"year":"2026","publication_status":"accepted","conference":{"end_date":"2026-07-31","location":"Montreal","name":"HCI International 2026: 28th International Conference on Human-Computer Interaction","start_date":"2026-07-26"},"title":"Social Context in Human-AI Interaction (HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries","author":[{"full_name":"Menne, Anna Lena","id":"118085","last_name":"Menne","orcid":"0009-0008-0744-9165","first_name":"Anna Lena"},{"last_name":"Schulz","full_name":"Schulz, Christian","id":"72684","first_name":"Christian"}],"date_created":"2025-12-11T10:14:17Z","publisher":"Springer International Publishing","date_updated":"2026-03-21T08:30:00Z"},{"date_updated":"2026-03-21T08:30:22Z","publisher":"Büchner Verlag","date_created":"2025-05-01T12:55:28Z","author":[{"first_name":"Christian","full_name":"Schulz, Christian","id":"72684","last_name":"Schulz"}],"title":"Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen der Anerkennung","publication_status":"submitted","place":"Marburg","year":"2026","citation":{"short":"C. Schulz, in: J. Eickelmann, T. Mämecke, H. Ruschemeier, M. Waldmann (Eds.), Tausend Plattformen: Plattformforschung nach dem Digital Services Act, Büchner Verlag, Marburg, n.d.","mla":"Schulz, Christian. “Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen der Anerkennung.” <i>Tausend Plattformen: Plattformforschung nach dem Digital Services Act</i>, edited by Jennifer  Eickelmann et al., Büchner Verlag.","bibtex":"@inbook{Schulz, place={Marburg}, title={Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen der Anerkennung}, booktitle={Tausend Plattformen: Plattformforschung nach dem Digital Services Act}, publisher={Büchner Verlag}, author={Schulz, Christian}, editor={Eickelmann, Jennifer  and Mämecke, Thorben  and Ruschemeier, Hannah and Waldmann, Maximilian} }","apa":"Schulz, C. (n.d.). Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen der Anerkennung. In J. Eickelmann, T. Mämecke, H. Ruschemeier, &#38; M. Waldmann (Eds.), <i>Tausend Plattformen: Plattformforschung nach dem Digital Services Act</i>. Büchner Verlag.","ama":"Schulz C. Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen der Anerkennung. In: Eickelmann J, Mämecke T, Ruschemeier H, Waldmann M, eds. <i>Tausend Plattformen: Plattformforschung nach dem Digital Services Act</i>. Büchner Verlag.","ieee":"C. Schulz, “Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen der Anerkennung,” in <i>Tausend Plattformen: Plattformforschung nach dem Digital Services Act</i>, J. Eickelmann, T. Mämecke, H. Ruschemeier, and M. Waldmann, Eds. Marburg: Büchner Verlag.","chicago":"Schulz, Christian. “Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen der Anerkennung.” In <i>Tausend Plattformen: Plattformforschung nach dem Digital Services Act</i>, edited by Jennifer  Eickelmann, Thorben  Mämecke, Hannah Ruschemeier, and Maximilian Waldmann. Marburg: Büchner Verlag, n.d."},"_id":"59747","project":[{"name":"TRR 318 - Teilprojekt IRG PB - Developing a symmetric mental models approach","_id":"1202"}],"department":[{"_id":"11"}],"user_id":"72684","language":[{"iso":"ger"}],"publication":"Tausend Plattformen: Plattformforschung nach dem Digital Services Act","type":"book_chapter","editor":[{"last_name":"Eickelmann","full_name":"Eickelmann, Jennifer ","first_name":"Jennifer "},{"first_name":"Thorben ","full_name":"Mämecke, Thorben ","last_name":"Mämecke"},{"first_name":"Hannah","full_name":"Ruschemeier, Hannah","last_name":"Ruschemeier"},{"first_name":"Maximilian","full_name":"Waldmann, Maximilian","last_name":"Waldmann"}],"status":"public"},{"publication_status":"accepted","citation":{"apa":"Beer, F., &#38; Schulz, C. (n.d.). AI has never been “inherently interpretable”: On a paradoxical origin of eXplainable AI (XAI). <i>RESET Journal (Recherches Sciences Sociale Sur Internet) Special Issue: Towards New Social and Historical Studies of Artificial Intelligence</i>.","mla":"Beer, Fabian, and Christian Schulz. “AI Has Never Been ‘Inherently Interpretable’: On a Paradoxical Origin of EXplainable AI (XAI).” <i>RESET Journal (Recherches Sciences Sociale Sur Internet) Special Issue: Towards New Social and Historical Studies of Artificial Intelligence</i>, Open Edition Journals.","bibtex":"@article{Beer_Schulz, title={AI has never been “inherently interpretable”: On a paradoxical origin of eXplainable AI (XAI)}, journal={RESET Journal (Recherches sciences sociale sur internet) Special Issue: Towards New Social and Historical Studies of Artificial Intelligence}, publisher={Open Edition Journals}, author={Beer, Fabian and Schulz, Christian} }","short":"F. Beer, C. Schulz, RESET Journal (Recherches Sciences Sociale Sur Internet) Special Issue: Towards New Social and Historical Studies of Artificial Intelligence (n.d.).","ama":"Beer F, Schulz C. AI has never been “inherently interpretable”: On a paradoxical origin of eXplainable AI (XAI). <i>RESET Journal (Recherches sciences sociale sur internet) Special Issue: Towards New Social and Historical Studies of Artificial Intelligence</i>.","chicago":"Beer, Fabian, and Christian Schulz. “AI Has Never Been ‘Inherently Interpretable’: On a Paradoxical Origin of EXplainable AI (XAI).” <i>RESET Journal (Recherches Sciences Sociale Sur Internet) Special Issue: Towards New Social and Historical Studies of Artificial Intelligence</i>, n.d.","ieee":"F. Beer and C. Schulz, “AI has never been ‘inherently interpretable’: On a paradoxical origin of eXplainable AI (XAI),” <i>RESET Journal (Recherches sciences sociale sur internet) Special Issue: Towards New Social and Historical Studies of Artificial Intelligence</i>."},"year":"2026","author":[{"first_name":"Fabian","last_name":"Beer","full_name":"Beer, Fabian"},{"first_name":"Christian","full_name":"Schulz, Christian","id":"72684","last_name":"Schulz"}],"date_created":"2026-02-28T09:14:38Z","date_updated":"2026-03-21T08:30:40Z","publisher":"Open Edition Journals","title":"AI has never been “inherently interpretable”: On a paradoxical origin of eXplainable AI (XAI)","type":"journal_article","publication":"RESET Journal (Recherches sciences sociale sur internet) Special Issue: Towards New Social and Historical Studies of Artificial Intelligence","status":"public","user_id":"72684","department":[{"_id":"11"},{"_id":"757"}],"project":[{"name":"TRR 318: Erklärbarkeit konstruieren","_id":"109"}],"_id":"64789","language":[{"iso":"eng"}]},{"type":"preprint","publication":"2603.11232","status":"public","abstract":[{"text":"We study the large-time behavior of the continuous-time heat kernel and of solutions to the heat equation on homogeneous trees. First, we derive sharp asymptotic formulas for the heat kernel as $t\\to\\infty$. Second, using them, we show that solutions with initial data in weighted $\\ell^1$ classes, asymptotically factorize in $\\ell^p$ norms, $p\\in[1,\\infty]$, as the product of the heat kernel, times a $p$-mass function, dependent on the initial condition and $p$. The  $p$-mass function is described in terms of boundary averages associated with Busemann functions for $p<2$, while for $p\\ge 2$, it is expressed through convolution with the ground spherical function. For comparison, the case of the integers shows that a single constant mass determines the asymptotics of solutions to the heat equation for all $p$, emphasizing the influence of the graph geometry on heat diffusion.","lang":"eng"}],"user_id":"100325","project":[{"_id":"357","name":"TRR 358: Ganzzahlige Strukturen in Geometrie und Darstellungstheorie"}],"_id":"65073","external_id":{"arxiv":["2603.11232"]},"language":[{"iso":"eng"}],"citation":{"apa":"Papageorgiou, E. (2026). Long-time asymptotics for the heat kernel and for heat equation solutions on homogeneous trees. In <i>2603.11232</i>.","short":"E. Papageorgiou, 2603.11232 (2026).","mla":"Papageorgiou, Efthymia. “Long-Time Asymptotics for the Heat Kernel and for Heat Equation Solutions on Homogeneous Trees.” <i>2603.11232</i>, 2026.","bibtex":"@article{Papageorgiou_2026, title={Long-time asymptotics for the heat kernel and for heat equation solutions on homogeneous trees}, journal={2603.11232}, author={Papageorgiou, Efthymia}, year={2026} }","ama":"Papageorgiou E. Long-time asymptotics for the heat kernel and for heat equation solutions on homogeneous trees. <i>260311232</i>. Published online 2026.","ieee":"E. Papageorgiou, “Long-time asymptotics for the heat kernel and for heat equation solutions on homogeneous trees,” <i>2603.11232</i>. 2026.","chicago":"Papageorgiou, Efthymia. “Long-Time Asymptotics for the Heat Kernel and for Heat Equation Solutions on Homogeneous Trees.” <i>2603.11232</i>, 2026."},"year":"2026","date_created":"2026-03-20T17:55:24Z","author":[{"full_name":"Papageorgiou, Efthymia","id":"100325","last_name":"Papageorgiou","first_name":"Efthymia"}],"date_updated":"2026-03-20T17:55:30Z","title":"Long-time asymptotics for the heat kernel and for heat equation solutions on homogeneous trees"},{"_id":"55598","project":[{"name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren","_id":"109"}],"user_id":"72684","language":[{"iso":"ger"}],"publication":"Handbuch Social Media: Geschichte – Kultur – Ästhetik","type":"book_chapter","editor":[{"full_name":"Dörre, Robert","last_name":"Dörre","first_name":"Robert"},{"full_name":"Tuschling, Anna ","last_name":"Tuschling","first_name":"Anna "}],"status":"public","date_updated":"2026-03-21T08:30:12Z","publisher":"Metzler Verlag","date_created":"2024-08-14T06:10:18Z","author":[{"last_name":"Schulz","full_name":"Schulz, Christian","id":"72684","first_name":"Christian"}],"title":"Feeds. Ein zentrales Strukturprinzip sozialer Medien","publication_status":"unpublished","edition":"1","place":"Stuttgart","year":"2026","citation":{"ama":"Schulz C. Feeds. Ein zentrales Strukturprinzip sozialer Medien. In: Dörre R, Tuschling A, eds. <i>Handbuch Social Media: Geschichte – Kultur – Ästhetik</i>. 1st ed. Metzler Verlag.","ieee":"C. Schulz, “Feeds. Ein zentrales Strukturprinzip sozialer Medien,” in <i>Handbuch Social Media: Geschichte – Kultur – Ästhetik</i>, 1st ed., R. Dörre and A. Tuschling, Eds. Stuttgart: Metzler Verlag.","chicago":"Schulz, Christian. “Feeds. Ein zentrales Strukturprinzip sozialer Medien.” In <i>Handbuch Social Media: Geschichte – Kultur – Ästhetik</i>, edited by Robert Dörre and Anna  Tuschling, 1st ed. Stuttgart: Metzler Verlag, n.d.","apa":"Schulz, C. (n.d.). Feeds. Ein zentrales Strukturprinzip sozialer Medien. In R. Dörre &#38; A. Tuschling (Eds.), <i>Handbuch Social Media: Geschichte – Kultur – Ästhetik</i> (1st ed.). Metzler Verlag.","bibtex":"@inbook{Schulz, place={Stuttgart}, edition={1}, title={Feeds. Ein zentrales Strukturprinzip sozialer Medien}, booktitle={Handbuch Social Media: Geschichte – Kultur – Ästhetik}, publisher={Metzler Verlag}, author={Schulz, Christian}, editor={Dörre, Robert and Tuschling, Anna } }","short":"C. Schulz, in: R. Dörre, A. Tuschling (Eds.), Handbuch Social Media: Geschichte – Kultur – Ästhetik, 1st ed., Metzler Verlag, Stuttgart, n.d.","mla":"Schulz, Christian. “Feeds. Ein zentrales Strukturprinzip sozialer Medien.” <i>Handbuch Social Media: Geschichte – Kultur – Ästhetik</i>, edited by Robert Dörre and Anna  Tuschling, 1st ed., Metzler Verlag."}},{"article_number":"e202500161","language":[{"iso":"eng"}],"_id":"65082","user_id":"48864","department":[{"_id":"302"}],"abstract":[{"text":"<jats:p>Encoding information in molecular arrangements on DNA origami nanostructures (DONs) provides the basis for novel concepts in molecular data storage and computing. To preserve their integrity over long timescales, the information‐carrying DONs are often stored in a frozen state. Here, we investigate the effect of repeated freeze–thaw (F/T) cycles on the structural and functional integrity of DONs carrying biotin (Bt) modifications. Streptavidin (SAv) binding is used to visualize the stored information by atomic force microscopy (AFM) before and after 40 F/T cycles. Two strategies are compared by F/T cycling of (I) SAv‐bound DONs and (II) SAv‐free DONs that are exposed to SAv directly before AFM imaging. Our results reveal that while the DONs retain their overall shape, F/T cycling induces a small amount of damage, leading to slightly reduced SAv binding. Adding glycerol at mM concentrations efficiently protects the DONs and restores the original SAv binding yields. Nevertheless, SAv exposure after F/T cycling leads to slightly higher and more consistent SAv binding yields and a lower background of nonspecifically adsorbed SAv compared to Strategy I. This makes information readout by AFM more efficient and renders Strategy II more convenient for long‐term storage of information‐carrying DONs with repeated information readout.</jats:p>","lang":"eng"}],"status":"public","type":"journal_article","publication":"Chemistry–Methods","title":"Stability of Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw Cycles","doi":"10.1002/cmtd.202500161","publisher":"Wiley","date_updated":"2026-03-23T07:12:53Z","author":[{"first_name":"Xinyang","last_name":"Li","full_name":"Li, Xinyang"},{"first_name":"Lukas","last_name":"Rabbe","full_name":"Rabbe, Lukas"},{"first_name":"Jacqueline","last_name":"Linneweber","full_name":"Linneweber, Jacqueline"},{"full_name":"Grundmeier, Guido","id":"194","last_name":"Grundmeier","first_name":"Guido"},{"first_name":"Adrian Clemens","full_name":"Keller, Adrian Clemens","id":"48864","last_name":"Keller","orcid":"0000-0001-7139-3110"}],"date_created":"2026-03-23T07:12:13Z","volume":6,"year":"2026","citation":{"ieee":"X. Li, L. Rabbe, J. Linneweber, G. Grundmeier, and A. C. Keller, “Stability of Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw Cycles,” <i>Chemistry–Methods</i>, vol. 6, no. 3, Art. no. e202500161, 2026, doi: <a href=\"https://doi.org/10.1002/cmtd.202500161\">10.1002/cmtd.202500161</a>.","chicago":"Li, Xinyang, Lukas Rabbe, Jacqueline Linneweber, Guido Grundmeier, and Adrian Clemens Keller. “Stability of Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw Cycles.” <i>Chemistry–Methods</i> 6, no. 3 (2026). <a href=\"https://doi.org/10.1002/cmtd.202500161\">https://doi.org/10.1002/cmtd.202500161</a>.","ama":"Li X, Rabbe L, Linneweber J, Grundmeier G, Keller AC. Stability of Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw Cycles. <i>Chemistry–Methods</i>. 2026;6(3). doi:<a href=\"https://doi.org/10.1002/cmtd.202500161\">10.1002/cmtd.202500161</a>","apa":"Li, X., Rabbe, L., Linneweber, J., Grundmeier, G., &#38; Keller, A. C. (2026). Stability of Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw Cycles. <i>Chemistry–Methods</i>, <i>6</i>(3), Article e202500161. <a href=\"https://doi.org/10.1002/cmtd.202500161\">https://doi.org/10.1002/cmtd.202500161</a>","mla":"Li, Xinyang, et al. “Stability of Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw Cycles.” <i>Chemistry–Methods</i>, vol. 6, no. 3, e202500161, Wiley, 2026, doi:<a href=\"https://doi.org/10.1002/cmtd.202500161\">10.1002/cmtd.202500161</a>.","bibtex":"@article{Li_Rabbe_Linneweber_Grundmeier_Keller_2026, title={Stability of Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw Cycles}, volume={6}, DOI={<a href=\"https://doi.org/10.1002/cmtd.202500161\">10.1002/cmtd.202500161</a>}, number={3e202500161}, journal={Chemistry–Methods}, publisher={Wiley}, author={Li, Xinyang and Rabbe, Lukas and Linneweber, Jacqueline and Grundmeier, Guido and Keller, Adrian Clemens}, year={2026} }","short":"X. Li, L. Rabbe, J. Linneweber, G. Grundmeier, A.C. Keller, Chemistry–Methods 6 (2026)."},"intvolume":"         6","publication_status":"published","publication_identifier":{"issn":["2628-9725","2628-9725"]},"issue":"3"},{"title":"Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im Spannungsfeld von Anspruch und Wirklichkeit","doi":"https://doi.org/10.3278/BB2601W","publisher":"wbv","date_updated":"2026-03-22T17:53:22Z","author":[{"last_name":"Schwede","id":"63391","full_name":"Schwede, Jana","first_name":"Jana"}],"date_created":"2026-03-22T17:35:00Z","volume":80,"year":"2026","citation":{"apa":"Schwede, J. (2026). Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im Spannungsfeld von Anspruch und Wirklichkeit. <i>berufsbildung</i>, <i>80</i>(1), 44–46. <a href=\"https://doi.org/10.3278/BB2601W\">https://doi.org/10.3278/BB2601W</a>","bibtex":"@article{Schwede_2026, title={Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im Spannungsfeld von Anspruch und Wirklichkeit}, volume={80}, DOI={<a href=\"https://doi.org/10.3278/BB2601W\">https://doi.org/10.3278/BB2601W</a>}, number={1}, journal={berufsbildung}, publisher={wbv}, author={Schwede, Jana}, year={2026}, pages={44–46} }","short":"J. Schwede, berufsbildung 80 (2026) 44–46.","mla":"Schwede, Jana. “Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im Spannungsfeld von Anspruch und Wirklichkeit.” <i>berufsbildung</i>, vol. 80, no. 1, wbv, 2026, pp. 44–46, doi:<a href=\"https://doi.org/10.3278/BB2601W\">https://doi.org/10.3278/BB2601W</a>.","chicago":"Schwede, Jana. “Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im Spannungsfeld von Anspruch und Wirklichkeit.” <i>berufsbildung</i> 80, no. 1 (2026): 44–46. <a href=\"https://doi.org/10.3278/BB2601W\">https://doi.org/10.3278/BB2601W</a>.","ieee":"J. Schwede, “Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im Spannungsfeld von Anspruch und Wirklichkeit,” <i>berufsbildung</i>, vol. 80, no. 1, pp. 44–46, 2026, doi: <a href=\"https://doi.org/10.3278/BB2601W\">https://doi.org/10.3278/BB2601W</a>.","ama":"Schwede J. Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im Spannungsfeld von Anspruch und Wirklichkeit. <i>berufsbildung</i>. 2026;80(1):44-46. doi:<a href=\"https://doi.org/10.3278/BB2601W\">https://doi.org/10.3278/BB2601W</a>"},"page":"44-46","intvolume":"        80","publication_status":"published","publication_identifier":{"unknown":["21991944"]},"issue":"1","language":[{"iso":"ger"}],"_id":"65081","user_id":"63391","department":[{"_id":"452"}],"status":"public","type":"journal_article","publication":"berufsbildung"},{"date_updated":"2026-03-21T11:40:58Z","publisher":"Evangelische Verlagsanstalt","date_created":"2026-03-21T11:40:33Z","author":[{"first_name":"Harald","id":"480","full_name":"Schroeter-Wittke, Harald","last_name":"Schroeter-Wittke"}],"title":"\"Mitten unter euch\"?! Frieden und Bibelarbeit auf Kirchentagen","place":"Leipzig","year":"2026","citation":{"ieee":"H. Schroeter-Wittke, “‘Mitten unter euch’?! Frieden und Bibelarbeit auf Kirchentagen,” in <i>Auf der Suche nach Frieden. Evangelische Kirchentage in Ost und West seit 1949</i>, T. K. Kuhn and P. David, Eds. Leipzig: Evangelische Verlagsanstalt, 2026, pp. 253–271.","chicago":"Schroeter-Wittke, Harald. “‘Mitten Unter Euch’?! Frieden Und Bibelarbeit Auf Kirchentagen.” In <i>Auf Der Suche Nach Frieden. Evangelische Kirchentage in Ost Und West Seit 1949</i>, edited by Thomas K. Kuhn and Philipp David, 253–71. Leipzig: Evangelische Verlagsanstalt, 2026.","ama":"Schroeter-Wittke H. “Mitten unter euch”?! Frieden und Bibelarbeit auf Kirchentagen. In: Kuhn TK, David P, eds. <i>Auf Der Suche Nach Frieden. Evangelische Kirchentage in Ost Und West Seit 1949</i>. Evangelische Verlagsanstalt; 2026:253-271.","bibtex":"@inbook{Schroeter-Wittke_2026, place={Leipzig}, title={“Mitten unter euch”?! Frieden und Bibelarbeit auf Kirchentagen}, booktitle={Auf der Suche nach Frieden. Evangelische Kirchentage in Ost und West seit 1949}, publisher={Evangelische Verlagsanstalt}, author={Schroeter-Wittke, Harald}, editor={Kuhn, Thomas K. and David, Philipp}, year={2026}, pages={253–271} }","short":"H. Schroeter-Wittke, in: T.K. Kuhn, P. David (Eds.), Auf Der Suche Nach Frieden. Evangelische Kirchentage in Ost Und West Seit 1949, Evangelische Verlagsanstalt, Leipzig, 2026, pp. 253–271.","mla":"Schroeter-Wittke, Harald. “‘Mitten Unter Euch’?! Frieden Und Bibelarbeit Auf Kirchentagen.” <i>Auf Der Suche Nach Frieden. Evangelische Kirchentage in Ost Und West Seit 1949</i>, edited by Thomas K. Kuhn and Philipp David, Evangelische Verlagsanstalt, 2026, pp. 253–71.","apa":"Schroeter-Wittke, H. (2026). “Mitten unter euch”?! Frieden und Bibelarbeit auf Kirchentagen. In T. K. Kuhn &#38; P. David (Eds.), <i>Auf der Suche nach Frieden. Evangelische Kirchentage in Ost und West seit 1949</i> (pp. 253–271). Evangelische Verlagsanstalt."},"page":"253-271","_id":"65078","user_id":"480","department":[{"_id":"36"},{"_id":"20"},{"_id":"501"}],"language":[{"iso":"eng"}],"type":"book_chapter","publication":"Auf der Suche nach Frieden. Evangelische Kirchentage in Ost und West seit 1949","editor":[{"first_name":"Thomas K.","full_name":"Kuhn, Thomas K.","last_name":"Kuhn"},{"full_name":"David, Philipp","last_name":"David","first_name":"Philipp"}],"status":"public"},{"author":[{"id":"480","full_name":"Schroeter-Wittke, Harald","last_name":"Schroeter-Wittke","first_name":"Harald"}],"date_created":"2026-03-21T11:37:30Z","volume":61,"date_updated":"2026-03-21T11:37:37Z","title":"Amor mio, perche piangi? Meine Liebe, warum weinst du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um 1646)","citation":{"ama":"Schroeter-Wittke H. Amor mio, perche piangi? Meine Liebe, warum weinst du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um 1646). <i>Praktische Theologie</i>. 2026;61:82-84.","ieee":"H. Schroeter-Wittke, “Amor mio, perche piangi? Meine Liebe, warum weinst du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um 1646),” <i>Praktische Theologie</i>, vol. 61, pp. 82–84, 2026.","chicago":"Schroeter-Wittke, Harald. “Amor Mio, Perche Piangi? Meine Liebe, Warum Weinst Du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - Um 1646).” <i>Praktische Theologie</i> 61 (2026): 82–84.","short":"H. Schroeter-Wittke, Praktische Theologie 61 (2026) 82–84.","bibtex":"@article{Schroeter-Wittke_2026, title={Amor mio, perche piangi? Meine Liebe, warum weinst du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um 1646)}, volume={61}, journal={Praktische Theologie}, author={Schroeter-Wittke, Harald}, year={2026}, pages={82–84} }","mla":"Schroeter-Wittke, Harald. “Amor Mio, Perche Piangi? Meine Liebe, Warum Weinst Du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - Um 1646).” <i>Praktische Theologie</i>, vol. 61, 2026, pp. 82–84.","apa":"Schroeter-Wittke, H. (2026). Amor mio, perche piangi? Meine Liebe, warum weinst du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um 1646). <i>Praktische Theologie</i>, <i>61</i>, 82–84."},"intvolume":"        61","page":"82-84","year":"2026","user_id":"480","department":[{"_id":"36"},{"_id":"20"},{"_id":"501"}],"_id":"65077","language":[{"iso":"eng"}],"type":"journal_article","publication":"Praktische Theologie","status":"public"},{"title":"Generation of Explanatory Content and Requirements for Social XAI","doi":"10.1007/978-981-96-5290-7_15","date_updated":"2026-03-23T08:49:08Z","publisher":"Springer Nature Singapore","date_created":"2026-03-23T08:48:38Z","author":[{"first_name":"Kary","last_name":"Främling","full_name":"Främling, Kary"},{"first_name":"Kirsten","id":"72497","full_name":"Thommes, Kirsten","last_name":"Thommes"},{"last_name":"Wrede","full_name":"Wrede, Britta","first_name":"Britta"}],"place":"Singapore","year":"2026","citation":{"apa":"Främling, K., Thommes, K., &#38; Wrede, B. (2026). Generation of Explanatory Content and Requirements for Social XAI. In <i>Social Explainable AI</i>. Springer Nature Singapore. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_15\">https://doi.org/10.1007/978-981-96-5290-7_15</a>","short":"K. Främling, K. Thommes, B. Wrede, in: Social Explainable AI, Springer Nature Singapore, Singapore, 2026.","bibtex":"@inbook{Främling_Thommes_Wrede_2026, place={Singapore}, title={Generation of Explanatory Content and Requirements for Social XAI}, DOI={<a href=\"https://doi.org/10.1007/978-981-96-5290-7_15\">10.1007/978-981-96-5290-7_15</a>}, booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Främling, Kary and Thommes, Kirsten and Wrede, Britta}, year={2026} }","mla":"Främling, Kary, et al. “Generation of Explanatory Content and Requirements for Social XAI.” <i>Social Explainable AI</i>, Springer Nature Singapore, 2026, doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_15\">10.1007/978-981-96-5290-7_15</a>.","ama":"Främling K, Thommes K, Wrede B. Generation of Explanatory Content and Requirements for Social XAI. In: <i>Social Explainable AI</i>. Springer Nature Singapore; 2026. doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_15\">10.1007/978-981-96-5290-7_15</a>","chicago":"Främling, Kary, Kirsten Thommes, and Britta Wrede. “Generation of Explanatory Content and Requirements for Social XAI.” In <i>Social Explainable AI</i>. Singapore: Springer Nature Singapore, 2026. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_15\">https://doi.org/10.1007/978-981-96-5290-7_15</a>.","ieee":"K. Främling, K. Thommes, and B. Wrede, “Generation of Explanatory Content and Requirements for Social XAI,” in <i>Social Explainable AI</i>, Singapore: Springer Nature Singapore, 2026."},"publication_status":"published","publication_identifier":{"isbn":["9789819652891","9789819652907"]},"language":[{"iso":"eng"}],"project":[{"name":"TRR 318 - Subproject A3","_id":"113"},{"name":"TRR 318 - Subproject C2","_id":"125"}],"_id":"65090","user_id":"72497","department":[{"_id":"178"},{"_id":"184"}],"abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n                  <jats:p>If XAI are to become social XAI, XAI methods must have capabilities enabling them to ‘extract’ information about the underlying AI model and to generate explanatory content based on that information. In a dialog between explainer and explainee, the explanans presented in every explanation move have to relate to each other understandably and coherently in order to remain trustworthy. This signifies that the generated explanantia have to be consistent—independently of what question is answered by each explanans, in what modality, in what vocabulary, and at what level of abstraction. Moreover, it is advantageous to be able to provide a rich palette of different kinds of explanantia in order to be able to have a fluent dialog in which the explanantia can be generated and adapted to the context, the explainee, feedback, reactions during the interaction with the explainee, and so forth. This chapter attempts to identify relevant questions that an explainee might ask during an explanatory dialog, and it assesses to what extent different XAI methods are capable of addressing these questions in a coherent way. The Contextual Importance and Utility (CIU) method is used to illustrate how an XAI method can generate explanantia for most of the identified questions. CIU also provides a flexibility in how explanatory content is generated that makes it possible to create a meaningful dialog with the explainee.</jats:p>"}],"status":"public","type":"book_chapter","publication":"Social Explainable AI"},{"language":[{"iso":"eng"}],"project":[{"_id":"113","name":"TRR 318 - Subproject A3"},{"name":"TRR 318 - Subproject C2","_id":"125"}],"_id":"65088","user_id":"72497","department":[{"_id":"178"},{"_id":"184"}],"abstract":[{"text":"<jats:title>Abstract</jats:title>\r\n                  <jats:p>Quantitatively evaluating the benefits of eXplainable Artificial Intelligence (XAI) and social XAI for humans is not a trivial pursuit. Therefore, we categorize the potential measures in terms of subjective and objective outcomes and short- and long-term outcomes of interactive social XAI. When reviewing the current state of the art, we observed some measurement problems in the literature: (a) Researchers do not clearly state whether they want to measure the inner state of users, users’ behavioral response, or the overall AI-human collaborative performance. (b) Moreover, most measures implicitly assume that all humans either do not react or improve in attitudes or performance. Psychological reactance (feeling or doing the opposite) is usually not captured. (c) Many researchers invent their own scale when measuring psychological constructs, thereby jeopardizing the validity of their measures and slowing down progress in the field, because general evidence and subsequent learning can be achieved only by collecting many compatible pieces of evidence. (d) Most studies look into short-term outcomes and neglect that experiences in social interactions with XAI may evolve and have long-term outcomes not only for the individual but also for groups or society at large.</jats:p>","lang":"eng"}],"status":"public","type":"book_chapter","publication":"Social Explainable AI","title":"Measuring the Outcome of sXAI","doi":"10.1007/978-981-96-5290-7_28","date_updated":"2026-03-23T08:45:33Z","publisher":"Springer Nature Singapore","author":[{"first_name":"Kirsten","last_name":"Thommes","full_name":"Thommes, Kirsten","id":"72497"}],"date_created":"2026-03-23T08:45:05Z","place":"Singapore","year":"2026","citation":{"ieee":"K. Thommes, “Measuring the Outcome of sXAI,” in <i>Social Explainable AI</i>, Singapore: Springer Nature Singapore, 2026.","chicago":"Thommes, Kirsten. “Measuring the Outcome of SXAI.” In <i>Social Explainable AI</i>. Singapore: Springer Nature Singapore, 2026. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_28\">https://doi.org/10.1007/978-981-96-5290-7_28</a>.","bibtex":"@inbook{Thommes_2026, place={Singapore}, title={Measuring the Outcome of sXAI}, DOI={<a href=\"https://doi.org/10.1007/978-981-96-5290-7_28\">10.1007/978-981-96-5290-7_28</a>}, booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Thommes, Kirsten}, year={2026} }","mla":"Thommes, Kirsten. “Measuring the Outcome of SXAI.” <i>Social Explainable AI</i>, Springer Nature Singapore, 2026, doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_28\">10.1007/978-981-96-5290-7_28</a>.","short":"K. Thommes, in: Social Explainable AI, Springer Nature Singapore, Singapore, 2026.","apa":"Thommes, K. (2026). Measuring the Outcome of sXAI. In <i>Social Explainable AI</i>. Springer Nature Singapore. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_28\">https://doi.org/10.1007/978-981-96-5290-7_28</a>","ama":"Thommes K. Measuring the Outcome of sXAI. In: <i>Social Explainable AI</i>. Springer Nature Singapore; 2026. doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_28\">10.1007/978-981-96-5290-7_28</a>"},"publication_status":"published","publication_identifier":{"isbn":["9789819652891","9789819652907"]}}]