[{"place":"Singapore","oa":"1","citation":{"mla":"Rohlfing, Katharina J., et al. “Responsibilities in SXAI.” <i>Social Explainable AI</i>, Springer Nature Singapore, 2026, pp. 157–77, doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_9\">10.1007/978-981-96-5290-7_9</a>.","ama":"Rohlfing KJ, Alpsancar S, Schulte C. Responsibilities in sXAI. In: <i>Social Explainable AI</i>. Springer Nature Singapore; 2026:157-177. doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_9\">10.1007/978-981-96-5290-7_9</a>","bibtex":"@inbook{Rohlfing_Alpsancar_Schulte_2026, place={Singapore}, title={Responsibilities in sXAI}, DOI={<a href=\"https://doi.org/10.1007/978-981-96-5290-7_9\">10.1007/978-981-96-5290-7_9</a>}, booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Rohlfing, Katharina J. and Alpsancar, Suzana and Schulte, Carsten}, year={2026}, pages={157–177} }","apa":"Rohlfing, K. J., Alpsancar, S., &#38; Schulte, C. (2026). Responsibilities in sXAI. In <i>Social Explainable AI</i> (pp. 157–177). Springer Nature Singapore. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_9\">https://doi.org/10.1007/978-981-96-5290-7_9</a>","ieee":"K. J. Rohlfing, S. Alpsancar, and C. Schulte, “Responsibilities in sXAI,” in <i>Social Explainable AI</i>, Singapore: Springer Nature Singapore, 2026, pp. 157–177.","chicago":"Rohlfing, Katharina J., Suzana Alpsancar, and Carsten Schulte. “Responsibilities in SXAI.” In <i>Social Explainable AI</i>, 157–77. Singapore: Springer Nature Singapore, 2026. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_9\">https://doi.org/10.1007/978-981-96-5290-7_9</a>.","short":"K.J. Rohlfing, S. Alpsancar, C. Schulte, in: Social Explainable AI, Springer Nature Singapore, Singapore, 2026, pp. 157–177."},"project":[{"_id":"109","name":"TRR 318: Erklärbarkeit konstruieren"},{"_id":"370","name":"TRR 318; TP B06: Ethik und Normativität der erklärbaren KI"}],"page":"157-177","publisher":"Springer Nature Singapore","_id":"65061","user_id":"93637","status":"public","date_created":"2026-03-19T10:59:18Z","type":"book_chapter","department":[{"_id":"26"},{"_id":"756"}],"publication":"Social Explainable AI","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n                  <jats:p>\r\n                    One of the purposes for which XAI is often brought into play is to enable a user to act responsibly. However, responsibility is a complex normative and social phenomenon that we unfold in this chapter. We consider that the classical concepts of agency and responsibility do not fully capture what is needed for meaningful collaboration between human users and XAI. Advocating the perspective of sXAI, we argue that the growing adaptivity of AI systems will result in sXAI being considered as partners. Both partners adopt particular (dialogical) roles within a collaborative process and take responsibility for them. We expect that these roles lead to reactive attitudes toward the sXAI on the side of the human partners that make these roles relational. They resemble those reactive attitudes that we hold toward other human agents. For agents to exercise their responsibility, they need to possess agential capacities to fulfill their role with respect to the structure of a social interaction. Hence, sXAI can be expected to act responsibly. But because of XAI’s limited normative capacities, it might rather act as a marginal agent. We refer to marginal agents and show they can be scaffolded with regard to their agential capacities and their knowledge about the structure of a social interaction. The structure links the actions of the partners to each other in terms of a set of stimuli and responses to it in pursuit of a particular goal. Hence, it is important to differentiate between the different goals that a structure can impose for exercising responsibility. Therefore, we follow (Responsibility from the margins. Oxford University Press; 2015.\r\n                    <jats:ext-link xmlns:xlink=\"http://www.w3.org/1999/xlink\" xlink:href=\"https://doi.org/10.1093/acprof:oso/9780198715672.24001.0001\" ext-link-type=\"uri\">https://doi.org/10.1093/acprof:oso/9780198715672.24001.0001</jats:ext-link>\r\n                    ) and offer three structures that can help to organize responsibility for\r\n                    <jats:italic>decisions made</jats:italic>\r\n                    with the assistance of AI systems. These structures are attributability, answerability, and accountability. Our insights will inform the development and design process of XAI to meet the guiding principles of responsible research and innovation as well as trustworthy AI.\r\n                  </jats:p>"}],"main_file_link":[{"url":"https://doi.org/10.1007/978-981-96-5290-7_9","open_access":"1"}],"language":[{"iso":"eng"}],"doi":"10.1007/978-981-96-5290-7_9","year":"2026","title":"Responsibilities in sXAI","author":[{"id":"50352","last_name":"Rohlfing","first_name":"Katharina J.","orcid":"0000-0002-5676-8233","full_name":"Rohlfing, Katharina J."},{"first_name":"Suzana","last_name":"Alpsancar","full_name":"Alpsancar, Suzana","id":"93637"},{"last_name":"Schulte","first_name":"Carsten","full_name":"Schulte, Carsten","id":"60311"}],"publication_identifier":{"isbn":["9789819652891","9789819652907"]},"publication_status":"published","date_updated":"2026-03-19T11:53:01Z"},{"page":"557-581","publisher":"Springer Nature Singapore","_id":"65063","user_id":"93637","status":"public","place":"Singapore","oa":"1","citation":{"chicago":"Alpsancar, Suzana, and Eugenia Stamboliev. “Tasking AI Fairly. How to Empower AI Practitioners With SXAI?” In <i>Social Explainable AI</i>, 557–81. Singapore: Springer Nature Singapore, 2026. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_29\">https://doi.org/10.1007/978-981-96-5290-7_29</a>.","ama":"Alpsancar S, Stamboliev E. Tasking AI Fairly. How to Empower AI Practitioners With sXAI? In: <i>Social Explainable AI</i>. Springer Nature Singapore; 2026:557-581. doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_29\">10.1007/978-981-96-5290-7_29</a>","short":"S. Alpsancar, E. Stamboliev, in: Social Explainable AI, Springer Nature Singapore, Singapore, 2026, pp. 557–581.","bibtex":"@inbook{Alpsancar_Stamboliev_2026, place={Singapore}, title={Tasking AI Fairly. How to Empower AI Practitioners With sXAI?}, DOI={<a href=\"https://doi.org/10.1007/978-981-96-5290-7_29\">10.1007/978-981-96-5290-7_29</a>}, booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Alpsancar, Suzana and Stamboliev, Eugenia}, year={2026}, pages={557–581} }","apa":"Alpsancar, S., &#38; Stamboliev, E. (2026). Tasking AI Fairly. How to Empower AI Practitioners With sXAI? In <i>Social Explainable AI</i> (pp. 557–581). Springer Nature Singapore. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_29\">https://doi.org/10.1007/978-981-96-5290-7_29</a>","mla":"Alpsancar, Suzana, and Eugenia Stamboliev. “Tasking AI Fairly. How to Empower AI Practitioners With SXAI?” <i>Social Explainable AI</i>, Springer Nature Singapore, 2026, pp. 557–81, doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_29\">10.1007/978-981-96-5290-7_29</a>.","ieee":"S. Alpsancar and E. Stamboliev, “Tasking AI Fairly. How to Empower AI Practitioners With sXAI?,” in <i>Social Explainable AI</i>, Singapore: Springer Nature Singapore, 2026, pp. 557–581."},"project":[{"name":"TRR 318; TP B06: Ethik und Normativität der erklärbaren KI","_id":"370"}],"main_file_link":[{"open_access":"1","url":"https://doi.org/10.1007/978-981-96-5290-7_29"}],"language":[{"iso":"eng"}],"doi":"10.1007/978-981-96-5290-7_29","title":"Tasking AI Fairly. How to Empower AI Practitioners With sXAI?","year":"2026","author":[{"last_name":"Alpsancar","first_name":"Suzana","full_name":"Alpsancar, Suzana","id":"93637"},{"full_name":"Stamboliev, Eugenia","first_name":"Eugenia","last_name":"Stamboliev"}],"publication_identifier":{"isbn":["9789819652891","9789819652907"]},"publication_status":"published","date_updated":"2026-03-19T11:53:42Z","date_created":"2026-03-19T11:03:30Z","type":"book_chapter","department":[{"_id":"26"},{"_id":"756"}],"publication":"Social Explainable AI","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n                  <jats:p>\r\n                    This chapter critically examines how social explainable AI (sXAI) can better support AI practitioners in ensuring fairness in AI-based decision-making. We argue for a fundamental shift: Fairness should be understood not as a technical property or an information problem, but as a matter of vulnerability—focusing on the real-world impacts of AI on individuals and groups, especially those most at risk. Hereby, we call for a shift in perspective: from fair AI to\r\n                    <jats:italic>tasking AI fairly</jats:italic>\r\n                    . To motivate our vulnerability approach, we review the “Dutch welfare fraud scandal” (system risk indication—SyRI) and current challenges in the field of fair AI/machine learning (ML). Vulnerability of a person or members of a definable group of persons is a complex relational notion, and not a technical property of a technical system. Accordingly, we suggest several nontechnical strategies that hold the promise to compensate for the insufficiency of purely technical approaches to fairness and other ethical issues in the practical use of AI-based systems. To discuss how sXAI, due to its interactive and adaptive social character, might better fulfill this role than current XAI techniques, we provide a toy scenario for how sXAI might support the virtuous AI practitioner in an ethical inquiry. Finally, we also address challenges and limits of our approach.\r\n                  </jats:p>"}]},{"main_file_link":[{"url":" https://doi.org/10.1007/978-981-96-5290-7_30","open_access":"1"}],"language":[{"iso":"eng"}],"doi":"10.1007/978-981-96-5290-7_30","year":"2026","title":"The Risk of Manipulation and Deception in sXAI","author":[{"full_name":"Alpsancar, Suzana","last_name":"Alpsancar","first_name":"Suzana","id":"93637"},{"full_name":"Klenk, Michael","last_name":"Klenk","first_name":"Michael"}],"publication_identifier":{"isbn":["9789819652891","9789819652907"]},"publication_status":"published","date_updated":"2026-03-19T11:52:00Z","date_created":"2026-03-19T11:05:30Z","type":"book_chapter","department":[{"_id":"26"},{"_id":"756"}],"publication":"Social Explainable AI","abstract":[{"text":"<jats:title>Abstract</jats:title>\r\n                  <jats:p>XAI can minimize the risks of being manipulated and deceived by AI but in turn entails other specific risks. This also applies to sXAI, and the specifically social character of sXAI harbors particular risks that designers and developers should be aware of. In this chapter, we shall discuss the potential opportunities and risks of sXAI. We see a particularly positive potential in the social character of sXAI, which lies in the fact that skillful users, including those with “healthy distrust,” can use the adaptivity of sXAI to produce an explanation that is actually relevant and adequate for them. However, this requires a high level of skills on the part of the user and is thus in contrast to the general promise of efficiency in the use of AI. A potential risk of XAI is that it can be (even more) persuasive, as the interactive involvement and the anthropomorphism strengthen a trustworthy appearance/performance (independent of the adequacy of the sXAI performance).</jats:p>","lang":"eng"}],"page":"583-616","publisher":"Springer Nature Singapore","_id":"65064","user_id":"93637","status":"public","place":"Singapore","oa":"1","citation":{"ieee":"S. Alpsancar and M. Klenk, “The Risk of Manipulation and Deception in sXAI,” in <i>Social Explainable AI</i>, Singapore: Springer Nature Singapore, 2026, pp. 583–616.","apa":"Alpsancar, S., &#38; Klenk, M. (2026). The Risk of Manipulation and Deception in sXAI. In <i>Social Explainable AI</i> (pp. 583–616). Springer Nature Singapore. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_30\">https://doi.org/10.1007/978-981-96-5290-7_30</a>","chicago":"Alpsancar, Suzana, and Michael Klenk. “The Risk of Manipulation and Deception in SXAI.” In <i>Social Explainable AI</i>, 583–616. Singapore: Springer Nature Singapore, 2026. <a href=\"https://doi.org/10.1007/978-981-96-5290-7_30\">https://doi.org/10.1007/978-981-96-5290-7_30</a>.","short":"S. Alpsancar, M. Klenk, in: Social Explainable AI, Springer Nature Singapore, Singapore, 2026, pp. 583–616.","mla":"Alpsancar, Suzana, and Michael Klenk. “The Risk of Manipulation and Deception in SXAI.” <i>Social Explainable AI</i>, Springer Nature Singapore, 2026, pp. 583–616, doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_30\">10.1007/978-981-96-5290-7_30</a>.","bibtex":"@inbook{Alpsancar_Klenk_2026, place={Singapore}, title={The Risk of Manipulation and Deception in sXAI}, DOI={<a href=\"https://doi.org/10.1007/978-981-96-5290-7_30\">10.1007/978-981-96-5290-7_30</a>}, booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Alpsancar, Suzana and Klenk, Michael}, year={2026}, pages={583–616} }","ama":"Alpsancar S, Klenk M. The Risk of Manipulation and Deception in sXAI. In: <i>Social Explainable AI</i>. Springer Nature Singapore; 2026:583-616. doi:<a href=\"https://doi.org/10.1007/978-981-96-5290-7_30\">10.1007/978-981-96-5290-7_30</a>"},"project":[{"_id":"109","name":"TRR 318: Erklärbarkeit konstruieren"},{"name":"TRR 318; TP B06: Ethik und Normativität der erklärbaren KI","_id":"370"}]},{"oa":"1","place":"Singapore","quality_controlled":"1","citation":{"ama":"Reijers W, Alpsancar S. Values and Norms in sXAI. In: Rohlfing K, Främling K, Lim B, Alpsancar S, Thommes K, eds. <i>Social Explainable AI. Communications of NII Shonan Meetings</i>. Springer; 2026:179-195.","bibtex":"@inbook{Reijers_Alpsancar_2026, place={Singapore}, title={Values and Norms in sXAI}, booktitle={Social explainable AI. Communications of NII Shonan Meetings}, publisher={Springer}, author={Reijers, Wessel and Alpsancar, Suzana}, editor={Rohlfing, Katharina and Främling, Kary and Lim, Brian and Alpsancar, Suzana and Thommes, Kirsten}, year={2026}, pages={179–195} }","mla":"Reijers, Wessel, and Suzana Alpsancar. “Values and Norms in SXAI.” <i>Social Explainable AI. Communications of NII Shonan Meetings</i>, edited by Katharina Rohlfing et al., Springer, 2026, pp. 179–95.","chicago":"Reijers, Wessel, and Suzana Alpsancar. “Values and Norms in SXAI.” In <i>Social Explainable AI. Communications of NII Shonan Meetings</i>, edited by Katharina Rohlfing, Kary Främling, Brian Lim, Suzana Alpsancar, and Kirsten Thommes, 179–95. Singapore: Springer, 2026.","short":"W. Reijers, S. Alpsancar, in: K. Rohlfing, K. Främling, B. Lim, S. Alpsancar, K. Thommes (Eds.), Social Explainable AI. Communications of NII Shonan Meetings, Springer, Singapore, 2026, pp. 179–195.","apa":"Reijers, W., &#38; Alpsancar, S. (2026). Values and Norms in sXAI. In K. Rohlfing, K. Främling, B. Lim, S. Alpsancar, &#38; K. Thommes (Eds.), <i>Social explainable AI. Communications of NII Shonan Meetings</i> (pp. 179–195). Springer.","ieee":"W. Reijers and S. Alpsancar, “Values and Norms in sXAI,” in <i>Social explainable AI. Communications of NII Shonan Meetings</i>, K. Rohlfing, K. Främling, B. Lim, S. Alpsancar, and K. Thommes, Eds. Singapore: Springer, 2026, pp. 179–195."},"editor":[{"last_name":"Rohlfing","first_name":"Katharina","full_name":"Rohlfing, Katharina"},{"full_name":"Främling, Kary","last_name":"Främling","first_name":"Kary"},{"first_name":"Brian","last_name":"Lim","full_name":"Lim, Brian"},{"first_name":"Suzana","last_name":"Alpsancar","full_name":"Alpsancar, Suzana"},{"full_name":"Thommes, Kirsten","first_name":"Kirsten","last_name":"Thommes"}],"user_id":"93637","_id":"62709","publisher":"Springer","page":"179-195","status":"public","department":[{"_id":"26"},{"_id":"756"}],"type":"book_chapter","date_created":"2025-11-30T07:54:44Z","related_material":{"link":[{"url":"https://link.springer.com/book/9789819652891","relation":"confirmation"}]},"publication":"Social explainable AI. Communications of NII Shonan Meetings","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://doi.org/10.1007/978-981-96-5290-7_10"}],"date_updated":"2026-03-19T10:58:47Z","publication_status":"published","author":[{"full_name":"Reijers, Wessel","first_name":"Wessel","orcid":"0000-0003-2505-1587","last_name":"Reijers","id":"102524"},{"full_name":"Alpsancar, Suzana","last_name":"Alpsancar","first_name":"Suzana","id":"93637"}],"title":"Values and Norms in sXAI","year":"2026"},{"place":"Singapore","oa":"1","citation":{"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>.","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>","ieee":"K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, and K. Thommes, Eds., <i>Social Explainable AI</i>. Singapore: Springer Nature Singapore, 2026.","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>","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} }","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>."},"project":[{"_id":"109","name":"TRR 318: Erklärbarkeit konstruieren"}],"_id":"65065","publisher":"Springer Nature Singapore","user_id":"93637","editor":[{"last_name":"Rohlfing","first_name":"Katharina J.","orcid":"0000-0002-5676-8233","full_name":"Rohlfing, Katharina J.","id":"50352"},{"full_name":"Främling, Kary","first_name":"Kary","last_name":"Främling"},{"full_name":"Lim, Brian","last_name":"Lim","first_name":"Brian"},{"id":"93637","full_name":"Alpsancar, Suzana","first_name":"Suzana","last_name":"Alpsancar"},{"first_name":"Kirsten","last_name":"Thommes","full_name":"Thommes, Kirsten","id":"72497"}],"status":"public","date_created":"2026-03-19T11:55:17Z","type":"book_editor","department":[{"_id":"26"},{"_id":"756"}],"abstract":[{"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>","lang":"eng"}],"main_file_link":[{"open_access":"1","url":"https://link.springer.com/book/10.1007/978-981-96-5290-7"}],"language":[{"iso":"eng"}],"doi":"10.1007/978-981-96-5290-7_1","year":"2026","title":"Social Explainable AI","publication_identifier":{"isbn":["9789819652891","9789819652907"]},"date_updated":"2026-03-19T11:59:42Z","publication_status":"published"},{"_id":"65494","language":[{"iso":"eng"}],"user_id":"77309","author":[{"full_name":"Manzoor, Ali","first_name":"Ali","orcid":"https://orcid.org/0000-0001-8403-5160","last_name":"Manzoor","id":"77309"},{"first_name":"Hammada M.","last_name":"Zahera","full_name":"Zahera, Hammada M."},{"full_name":"Saleem, Muhammad","first_name":"Muhammad","last_name":"Saleem"},{"full_name":"Mahmood, Yasir","first_name":"Yasir","last_name":"Mahmood","id":"99353"},{"id":"70843","first_name":"René","last_name":"Speck","full_name":"Speck, René"},{"last_name":"Khan","first_name":"Hashim","orcid":"0009-0006-5953-480X","full_name":"Khan, Hashim","id":"76510"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716"}],"title":"Document-level Relation Extraction using Reinforcement Learning with Knowledge Graph Feedback","year":"2026","status":"public","date_updated":"2026-04-23T23:14:33Z","date_created":"2026-04-23T23:11:26Z","department":[{"_id":"504"}],"type":"conference","keyword":["dice hamada hashim kiakadamie mahmood manzoor ngonga rene sail saleem"],"citation":{"chicago":"Manzoor, Ali, Hammada M. Zahera, Muhammad Saleem, Yasir Mahmood, René Speck, Hashim Khan, and Axel-Cyrille Ngonga Ngomo. “Document-Level Relation Extraction Using Reinforcement Learning with Knowledge Graph Feedback.” In <i>The Semantic Web – 23rd European Semantic Web Conference, ESWC 2026, Dubrovnik , Croatia, May 10-14, 2026, Proceedings</i>, 2026.","short":"A. Manzoor, H.M. Zahera, M. Saleem, Y. Mahmood, R. Speck, H. Khan, A.-C. Ngonga Ngomo, in: The Semantic Web – 23rd European Semantic Web Conference, ESWC 2026, Dubrovnik , Croatia, May 10-14, 2026, Proceedings, 2026.","ieee":"A. Manzoor <i>et al.</i>, “Document-level Relation Extraction using Reinforcement Learning with Knowledge Graph Feedback,” 2026.","apa":"Manzoor, A., Zahera, H. M., Saleem, M., Mahmood, Y., Speck, R., Khan, H., &#38; Ngonga Ngomo, A.-C. (2026). Document-level Relation Extraction using Reinforcement Learning with Knowledge Graph Feedback. <i>The Semantic Web – 23rd European Semantic Web Conference, ESWC 2026, Dubrovnik , Croatia, May 10-14, 2026, Proceedings</i>.","bibtex":"@inproceedings{Manzoor_Zahera_Saleem_Mahmood_Speck_Khan_Ngonga Ngomo_2026, title={Document-level Relation Extraction using Reinforcement Learning with Knowledge Graph Feedback}, booktitle={The Semantic Web – 23rd European Semantic Web Conference, ESWC 2026, Dubrovnik , Croatia, May 10-14, 2026, Proceedings}, author={Manzoor, Ali and Zahera, Hammada M. and Saleem, Muhammad and Mahmood, Yasir and Speck, René and Khan, Hashim and Ngonga Ngomo, Axel-Cyrille}, year={2026} }","ama":"Manzoor A, Zahera HM, Saleem M, et al. Document-level Relation Extraction using Reinforcement Learning with Knowledge Graph Feedback. In: <i>The Semantic Web – 23rd European Semantic Web Conference, ESWC 2026, Dubrovnik , Croatia, May 10-14, 2026, Proceedings</i>. ; 2026.","mla":"Manzoor, Ali, et al. “Document-Level Relation Extraction Using Reinforcement Learning with Knowledge Graph Feedback.” <i>The Semantic Web – 23rd European Semantic Web Conference, ESWC 2026, Dubrovnik , Croatia, May 10-14, 2026, Proceedings</i>, 2026."},"publication":"The Semantic Web – 23rd European Semantic Web Conference, ESWC 2026, Dubrovnik , Croatia, May 10-14, 2026, Proceedings","project":[{"name":"SAIL - Nachhaltiger Lebenszyklus von intelligenten soziotechnischen Systemen","_id":"285"}]},{"status":"public","year":"2026","title":"Discourses on Discursive Machines. Review of Mark Coeckelbergh and David J. Gunkel, Communicative AI: A Critical Introduction to Large Language Models","publication_identifier":{"unknown":["978-3-7560-3462-8"]},"author":[{"id":"94561","last_name":"Thomas","first_name":"Sven","full_name":"Thomas, Sven"}],"publication_status":"published","date_updated":"2026-08-11T12:31:22Z","intvolume":"        11","publisher":"Nomos","_id":"66090","language":[{"iso":"eng"}],"user_id":"94561","volume":11,"publication":"Jahrbuch Technikphilosophie","citation":{"apa":"Thomas, S. (2026). Discourses on Discursive Machines. Review of Mark Coeckelbergh and David J. Gunkel, Communicative AI: A Critical Introduction to Large Language Models. In <i>Jahrbuch Technikphilosophie</i> (Vol. 11). Nomos.","ieee":"S. Thomas, “Discourses on Discursive Machines. Review of Mark Coeckelbergh and David J. Gunkel, Communicative AI: A Critical Introduction to Large Language Models,” <i>Jahrbuch Technikphilosophie</i>, vol. 11. Nomos, Baden-Baden, 2026.","short":"S. Thomas, Jahrbuch Technikphilosophie 11 (2026).","chicago":"Thomas, Sven. “Discourses on Discursive Machines. Review of Mark Coeckelbergh and David J. Gunkel, Communicative AI: A Critical Introduction to Large Language Models.” <i>Jahrbuch Technikphilosophie</i>. Baden-Baden: Nomos, 2026.","mla":"Thomas, Sven. “Discourses on Discursive Machines. Review of Mark Coeckelbergh and David J. Gunkel, Communicative AI: A Critical Introduction to Large Language Models.” <i>Jahrbuch Technikphilosophie</i>, vol. 11, Nomos, 2026.","ama":"Thomas S. Discourses on Discursive Machines. Review of Mark Coeckelbergh and David J. Gunkel, Communicative AI: A Critical Introduction to Large Language Models. <i>Jahrbuch Technikphilosophie</i>. 2026;11.","bibtex":"@article{Thomas_2026, place={Baden-Baden}, title={Discourses on Discursive Machines. Review of Mark Coeckelbergh and David J. Gunkel, Communicative AI: A Critical Introduction to Large Language Models}, volume={11}, journal={Jahrbuch Technikphilosophie}, publisher={Nomos}, author={Thomas, Sven}, year={2026} }"},"date_created":"2026-06-30T11:25:19Z","place":"Baden-Baden","type":"review","department":[{"_id":"756"},{"_id":"26"}]},{"citation":{"bibtex":"@article{Thomas_2026, place={Bamberg}, title={Toni Loh: Feministische Technikphilosophie. Bielefeld: transcript 2025. 324 S.}, journal={Zeitschrift für Didaktik der Philosophie und Ethik}, publisher={C.C.Buchner}, author={Thomas, Sven}, year={2026} }","ama":"Thomas S. Toni Loh: Feministische Technikphilosophie. Bielefeld: transcript 2025. 324 S. <i>Zeitschrift für Didaktik der Philosophie und Ethik</i>. Published online 2026.","mla":"Thomas, Sven. “Toni Loh: Feministische Technikphilosophie. Bielefeld: transcript 2025. 324 S.” <i>Zeitschrift für Didaktik der Philosophie und Ethik</i>, C.C.Buchner, 2026.","short":"S. Thomas, Zeitschrift für Didaktik der Philosophie und Ethik (2026).","chicago":"Thomas, Sven. “Toni Loh: Feministische Technikphilosophie. Bielefeld: transcript 2025. 324 S.” <i>Zeitschrift für Didaktik der Philosophie und Ethik</i>. Bamberg: C.C.Buchner, 2026.","ieee":"S. Thomas, “Toni Loh: Feministische Technikphilosophie. Bielefeld: transcript 2025. 324 S.,” <i>Zeitschrift für Didaktik der Philosophie und Ethik</i>. C.C.Buchner, Bamberg, 2026.","apa":"Thomas, S. (2026). Toni Loh: Feministische Technikphilosophie. Bielefeld: transcript 2025. 324 S. In <i>Zeitschrift für Didaktik der Philosophie und Ethik</i>. C.C.Buchner."},"publication":"Zeitschrift für Didaktik der Philosophie und Ethik","department":[{"_id":"756"},{"_id":"26"}],"type":"review","place":"Bamberg","date_created":"2026-08-11T12:38:21Z","date_updated":"2026-08-11T12:38:26Z","publication_status":"published","author":[{"id":"94561","full_name":"Thomas, Sven","last_name":"Thomas","first_name":"Sven"}],"status":"public","title":"Toni Loh: Feministische Technikphilosophie. Bielefeld: transcript 2025. 324 S.","year":"2026","user_id":"94561","language":[{"iso":"ger"}],"_id":"66696","publisher":"C.C.Buchner"},{"abstract":[{"text":"This research provides a method for designing competenceoriented, modular workflows that support strategic decisionmaking in strategic product planning (SPP) under conditions of uncertainty and time pressure. Increasing digitalization and data availability require decision support systems that integrate analytical models while being tailored to the competencies of decision-makers. Based on a systematic literature review and stakeholder workshops, eight success factors for competency-oriented workflow integration are identified, including modularity, traceability, interoperability, adaptability, handling uncertainty, and user acceptance. Based on these factors, a five-step method is developed that links business processes, data sources, evaluation criteria, visualization formats, and graphical workflow implementation. Strategic and technical decision logic are integrated into a unified, modular framework using graphical modeling environments. The method is validated in workshops and demonstrates its applicability in time-critical, multi-criteria decision contexts. The results show improved transparency, adaptability, and practical usability of datadriven decision processes that support robust and traceable business decisions. ","lang":"eng"}],"publication":"24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE ","type":"conference","keyword":["Workflow","Decision Support","Strategic Product Planning","Decision-making"],"department":[{"_id":"43"},{"_id":"9"},{"_id":"26"},{"_id":"152"}],"date_created":"2026-09-30T11:44:50Z","publication_status":"published","date_updated":"2026-10-01T12:25:52Z","intvolume":"        24","year":"2026","title":"Competence-Oriented Modular Workflow Design for Strategic Decisions","publication_identifier":{"isbn":["978-9-492859-40-2"]},"author":[{"full_name":"Gräßler, Iris","last_name":"Gräßler","orcid":"0000-0001-5765-971X","first_name":"Iris","id":"47565"},{"last_name":"Özcan","first_name":"Deniz","full_name":"Özcan, Deniz","id":"58595"}],"corporate_editor":["EUROSIS-ETI"],"main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"quality_controlled":"1","citation":{"bibtex":"@inproceedings{Gräßler_Özcan_2026, title={Competence-Oriented Modular Workflow Design for Strategic Decisions}, volume={24}, booktitle={24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE }, author={Gräßler, Iris and Özcan, Deniz}, editor={Gonzalez, Jose David Nunez and Romay, Manuel Grana and EUROSIS-ETI}, year={2026}, pages={73–80} }","ama":"Gräßler I, Özcan D. Competence-Oriented Modular Workflow Design for Strategic Decisions. In: Gonzalez JDN, Romay MG, EUROSIS-ETI, eds. <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>. Vol 24. ; 2026:73-80.","mla":"Gräßler, Iris, and Deniz Özcan. “Competence-Oriented Modular Workflow Design for Strategic Decisions.” <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>, edited by Jose David Nunez Gonzalez et al., vol. 24, 2026, pp. 73–80.","chicago":"Gräßler, Iris, and Deniz Özcan. “Competence-Oriented Modular Workflow Design for Strategic Decisions.” In <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>, edited by Jose David Nunez Gonzalez, Manuel Grana Romay, and EUROSIS-ETI, 24:73–80, 2026.","short":"I. Gräßler, D. Özcan, in: J.D.N. Gonzalez, M.G. Romay, EUROSIS-ETI (Eds.), 24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE , 2026, pp. 73–80.","ieee":"I. Gräßler and D. Özcan, “Competence-Oriented Modular Workflow Design for Strategic Decisions,” in <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>, San Sebastian, Spain, 2026, vol. 24, pp. 73–80.","apa":"Gräßler, I., &#38; Özcan, D. (2026). Competence-Oriented Modular Workflow Design for Strategic Decisions. In J. D. N. Gonzalez, M. G. Romay, &#38; EUROSIS-ETI (Eds.), <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i> (Vol. 24, pp. 73–80)."},"oa":"1","status":"public","conference":{"start_date":"2026-05-27","name":"24th Industrial Simulation Conference 2026 ","location":"San Sebastian, Spain","end_date":"2026-05-29"},"user_id":"58595","volume":24,"editor":[{"first_name":"Jose David Nunez","last_name":"Gonzalez","full_name":"Gonzalez, Jose David Nunez"},{"full_name":"Romay, Manuel Grana","first_name":"Manuel Grana","last_name":"Romay"}],"page":"73-80","_id":"67285"},{"oa":"1","quality_controlled":"1","citation":{"short":"I. Gräßler, D. Özcan, in: AHFE International, AHFE International, 2026.","chicago":"Gräßler, Iris, and Deniz Özcan. “Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making.” In <i>AHFE International</i>, Vol. 237. AHFE International, 2026. <a href=\"https://doi.org/10.54941/ahfe1008175\">https://doi.org/10.54941/ahfe1008175</a>.","apa":"Gräßler, I., &#38; Özcan, D. (2026). Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making. <i>AHFE International</i>, <i>237</i>. <a href=\"https://doi.org/10.54941/ahfe1008175\">https://doi.org/10.54941/ahfe1008175</a>","ieee":"I. Gräßler and D. Özcan, “Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making,” in <i>AHFE International</i>, Paris, 2026, vol. 237, doi: <a href=\"https://doi.org/10.54941/ahfe1008175\">10.54941/ahfe1008175</a>.","ama":"Gräßler I, Özcan D. Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making. In: <i>AHFE International</i>. Vol 237. AHFE International; 2026. doi:<a href=\"https://doi.org/10.54941/ahfe1008175\">10.54941/ahfe1008175</a>","bibtex":"@inproceedings{Gräßler_Özcan_2026, title={Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making}, volume={237}, DOI={<a href=\"https://doi.org/10.54941/ahfe1008175\">10.54941/ahfe1008175</a>}, booktitle={AHFE International}, publisher={AHFE International}, author={Gräßler, Iris and Özcan, Deniz}, year={2026} }","mla":"Gräßler, Iris, and Deniz Özcan. “Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making.” <i>AHFE International</i>, vol. 237, AHFE International, 2026, doi:<a href=\"https://doi.org/10.54941/ahfe1008175\">10.54941/ahfe1008175</a>."},"volume":237,"user_id":"58595","publisher":"AHFE International","_id":"67284","conference":{"location":"Paris","name":"8th International Conference on Human Systems Engineering and Design (IHSED2024): Future Trends and Applications","start_date":"2025-09-22","end_date":"2025-09-24"},"status":"public","department":[{"_id":"43"},{"_id":"9"},{"_id":"26"},{"_id":"152"}],"type":"conference","date_created":"2026-09-30T11:30:36Z","abstract":[{"text":"<jats:p>For foresightful strategic decisions in engineering and production, it is important to identify and classify operational engineering data inmanufacturing companies in terms of relevance and impact. Established methods like Scenario-Technique or roadmapping consider expertise of strategic decision-makers and central decision-making bodies by, for instance, workshops and interviews. There is no overarching approach for evaluating the variety of operational data sources and feed them into specific data processing pipelines targeting strategic decision support. Based on a systematic literature analysis and comprehensive industrial experience, requirements are derived. These requirements are used to develop a method to identify, classify and evaluate data for strategic decision-making. The method is validated in an industrial project. The aim is to exploit informal and fragmented data from operational levels into structured, transparent decision support for strategic players.</jats:p>","lang":"eng"}],"publication":"AHFE International","doi":"10.54941/ahfe1008175","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1"}],"intvolume":"       237","publication_status":"published","date_updated":"2026-10-01T12:25:58Z","author":[{"id":"47565","full_name":"Gräßler, Iris","first_name":"Iris","orcid":"0000-0001-5765-971X","last_name":"Gräßler"},{"full_name":"Özcan, Deniz","last_name":"Özcan","first_name":"Deniz","id":"58595"}],"publication_identifier":{"issn":["2771-0718"]},"title":"Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making","year":"2026"},{"status":"public","conference":{"end_date":"2026-05-29","name":"24th Industrial Simulation Conference 2026 ","start_date":"2026-05-27","location":"San Sebastian, Spain"},"page":"65-72","_id":"67286","user_id":"58595","editor":[{"last_name":"Gonzalez","first_name":"Jose David Nunez","full_name":"Gonzalez, Jose David Nunez"},{"first_name":"Manuel Grana","last_name":"Romay","full_name":"Romay, Manuel Grana"}],"volume":24,"citation":{"chicago":"Gräßler, Iris, Deniz Özcan, and Niklas Döhner. “Leveraging System Simulation for Decision  Support in Strategic Product Planning.” In <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>, edited by Jose David Nunez Gonzalez, Manuel Grana Romay, and EUROSIS-ETI, 24:65–72, 2026.","short":"I. Gräßler, D. Özcan, N. Döhner, in: J.D.N. Gonzalez, M.G. Romay, EUROSIS-ETI (Eds.), 24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE , 2026, pp. 65–72.","ieee":"I. Gräßler, D. Özcan, and N. Döhner, “Leveraging System Simulation for Decision  Support in Strategic Product Planning,” in <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>, San Sebastian, Spain, 2026, vol. 24, pp. 65–72.","apa":"Gräßler, I., Özcan, D., &#38; Döhner, N. (2026). Leveraging System Simulation for Decision  Support in Strategic Product Planning. In J. D. N. Gonzalez, M. G. Romay, &#38; EUROSIS-ETI (Eds.), <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i> (Vol. 24, pp. 65–72).","bibtex":"@inproceedings{Gräßler_Özcan_Döhner_2026, title={Leveraging System Simulation for Decision  Support in Strategic Product Planning}, volume={24}, booktitle={24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE }, author={Gräßler, Iris and Özcan, Deniz and Döhner, Niklas}, editor={Gonzalez, Jose David Nunez and Romay, Manuel Grana and EUROSIS-ETI}, year={2026}, pages={65–72} }","ama":"Gräßler I, Özcan D, Döhner N. Leveraging System Simulation for Decision  Support in Strategic Product Planning. In: Gonzalez JDN, Romay MG, EUROSIS-ETI, eds. <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>. Vol 24. ; 2026:65-72.","mla":"Gräßler, Iris, et al. “Leveraging System Simulation for Decision  Support in Strategic Product Planning.” <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>, edited by Jose David Nunez Gonzalez et al., vol. 24, 2026, pp. 65–72."},"quality_controlled":"1","oa":"1","year":"2026","title":"Leveraging System Simulation for Decision  Support in Strategic Product Planning","author":[{"orcid":"0000-0001-5765-971X","last_name":"Gräßler","first_name":"Iris","full_name":"Gräßler, Iris","id":"47565"},{"first_name":"Deniz","last_name":"Özcan","full_name":"Özcan, Deniz","id":"58595"},{"id":"108017","full_name":"Döhner, Niklas","last_name":"Döhner","orcid":"https://orcid.org/0009-0005-7676-4036","first_name":"Niklas"}],"publication_identifier":{"isbn":["978-9-492859-40-2"]},"corporate_editor":["EUROSIS-ETI"],"date_updated":"2026-10-01T12:25:43Z","intvolume":"        24","main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"publication":"24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE ","abstract":[{"text":"The effects of decisions in strategic product planning are usually far-reaching, but at the same time difficult to assess. Simulations help to make these effects more tangible. Until now, the use of simulation in strategic product planning has been limited to behavioral and innovation diffusion studies. This paper presents a process model for widening business models or planning upcoming product generations. It supports integrating the simulation of technical systems into decisionmaking processes to select the most suitable product for adaptation to new application scenarios. To this end, the characteristics of such new application scenarios are applied to existing product models in simulation, and the system behavior is evaluated based on key figures. This supports the comparison of different products and the selection of the product alternative requiring the least amount of modification. The process model enables decision-makers to systematically integrate simulation into the decision-making process and thus make more data-based decisions. ","lang":"eng"}],"date_created":"2026-09-30T11:48:43Z","type":"conference","keyword":["Decision-making","Decision support systems","Mechanical engineering","System analysis","System engineering"],"department":[{"_id":"43"},{"_id":"9"},{"_id":"26"},{"_id":"152"}]},{"date_updated":"2026-10-13T12:34:32Z","author":[{"first_name":"Suzana","last_name":"Alpsancar","full_name":"Alpsancar, Suzana","id":"93637"}],"year":"2026","title":"Computer, Digitalisierung","status":"public","editor":[{"last_name":"Müller","first_name":"Ernst","full_name":"Müller, Ernst"},{"full_name":"Picht, Barbara","last_name":"Picht","first_name":"Barbara"},{"last_name":"Schmieder","first_name":"Falko","full_name":"Schmieder, Falko"}],"user_id":"93637","doi":"10.31267/grundbegriffe_21465309","language":[{"iso":"ger"}],"_id":"67159","publisher":"Schwabe Verlag","main_file_link":[{"open_access":"1","url":"https://www.schwabeonline.ch/schwabe-xaveropp/elibrary/start.xav?qn=%24%24%24OpenURL%24%24%24&id=doi%3A10.31267%2FGrundbegriffe_21465309#/text/Grundbegriffe_Computer10.31267%2FGrundbegriffe_21465309?_ts=1789565319030"}],"citation":{"mla":"Alpsancar, Suzana. “Computer, Digitalisierung.” <i>Das 20. Jahrhundert in Grundbegriffen. Lexikon zur historischen Semantik in Deutschland</i>, edited by Ernst Müller et al., Schwabe Verlag, 2026, doi:<a href=\"https://doi.org/10.31267/grundbegriffe_21465309\">10.31267/grundbegriffe_21465309</a>.","bibtex":"@inbook{Alpsancar_2026, place={Onlineversion}, title={Computer, Digitalisierung}, DOI={<a href=\"https://doi.org/10.31267/grundbegriffe_21465309\">10.31267/grundbegriffe_21465309</a>}, booktitle={Das 20. Jahrhundert in Grundbegriffen. Lexikon zur historischen Semantik in Deutschland}, publisher={Schwabe Verlag}, author={Alpsancar, Suzana}, editor={Müller, Ernst and Picht, Barbara and Schmieder, Falko}, year={2026} }","ama":"Alpsancar S. Computer, Digitalisierung. In: Müller E, Picht B, Schmieder F, eds. <i>Das 20. Jahrhundert in Grundbegriffen. Lexikon zur historischen Semantik in Deutschland</i>. Schwabe Verlag; 2026. doi:<a href=\"https://doi.org/10.31267/grundbegriffe_21465309\">10.31267/grundbegriffe_21465309</a>","ieee":"S. Alpsancar, “Computer, Digitalisierung,” in <i>Das 20. Jahrhundert in Grundbegriffen. Lexikon zur historischen Semantik in Deutschland</i>, E. Müller, B. Picht, and F. Schmieder, Eds. Onlineversion: Schwabe Verlag, 2026.","apa":"Alpsancar, S. (2026). Computer, Digitalisierung. In E. Müller, B. Picht, &#38; F. Schmieder (Eds.), <i>Das 20. Jahrhundert in Grundbegriffen. Lexikon zur historischen Semantik in Deutschland</i>. Schwabe Verlag. <a href=\"https://doi.org/10.31267/grundbegriffe_21465309\">https://doi.org/10.31267/grundbegriffe_21465309</a>","chicago":"Alpsancar, Suzana. “Computer, Digitalisierung.” In <i>Das 20. Jahrhundert in Grundbegriffen. Lexikon zur historischen Semantik in Deutschland</i>, edited by Ernst Müller, Barbara Picht, and Falko Schmieder. Onlineversion: Schwabe Verlag, 2026. <a href=\"https://doi.org/10.31267/grundbegriffe_21465309\">https://doi.org/10.31267/grundbegriffe_21465309</a>.","short":"S. Alpsancar, in: E. Müller, B. Picht, F. Schmieder (Eds.), Das 20. Jahrhundert in Grundbegriffen. Lexikon zur historischen Semantik in Deutschland, Schwabe Verlag, Onlineversion, 2026."},"publication":"Das 20. Jahrhundert in Grundbegriffen. Lexikon zur historischen Semantik in Deutschland","department":[{"_id":"26"},{"_id":"756"}],"oa":"1","type":"book_chapter","date_created":"2026-09-16T13:36:00Z","place":"Onlineversion"},{"main_file_link":[{"open_access":"1","url":"https://journals.aps.org/prresearch/pdf/10.1103/ph64-ts39"}],"article_number":"033139","language":[{"iso":"eng"}],"doi":"10.1103/ph64-ts39","year":"2026","title":"Characterization of spatial Schmidt modes in high-gain SU(1,1) interferometers","publication_identifier":{"issn":["2643-1564"]},"author":[{"id":"55907","first_name":"Dennis","orcid":"0009-0007-5654-5412","last_name":"Scharwald","full_name":"Scharwald, Dennis"},{"id":"60286","last_name":"Sharapova","first_name":"Polina","full_name":"Sharapova, Polina"}],"date_updated":"2026-08-12T14:29:44Z","publication_status":"published","intvolume":"         8","article_type":"original","date_created":"2026-08-05T11:51:21Z","type":"journal_article","department":[{"_id":"975"},{"_id":"15"},{"_id":"623"},{"_id":"569"},{"_id":"170"},{"_id":"35"},{"_id":"429"},{"_id":"34"},{"_id":"502"}],"publication":"Physical Review Research","issue":"3","abstract":[{"text":"Multimode quantum light has promising applications in many areas of physics, such as quantum communications and quantum computing. However, its multimode nature also makes it challenging to measure its properties. Recently [I. Barakat et al., Optica Quantum 3, 36 (2025)], a technique for the simultaneous measurement of squeezing of multiple broadband modes based on a phase-sensitive amplification approach was experimentally implemented using a setup that effectively corresponds to an SU(1,1) interferometer. Here, we aim to provide a complete theoretical analysis of the modal structure of (generally unbalanced) SU(1,1) interferometers and a detailed theoretical formal derivation of the framework for this technique. Utilizing the joint Schmidt decomposition of the transfer functions, we investigate the shape and phase profiles of the modes of the SU(1,1) interferometer and its components [parametric down-conversion (PDC) sections] for different parametric gain regimes. We discover a complicated interplay between the PDC modes and the modes of the entire interferometer, and analyze it by using their overlap coefficients as a similarity measure. Finally, we develop a rigorous processing method for the aforementioned multimode squeezing measurement technique and discuss necessary approximations to make this method experimentally feasible.","lang":"eng"}],"_id":"66665","publisher":"American Physical Society (APS)","user_id":"55907","volume":8,"status":"public","oa":"1","citation":{"chicago":"Scharwald, Dennis, and Polina Sharapova. “Characterization of Spatial Schmidt Modes in High-Gain SU(1,1) Interferometers.” <i>Physical Review Research</i> 8, no. 3 (2026). <a href=\"https://doi.org/10.1103/ph64-ts39\">https://doi.org/10.1103/ph64-ts39</a>.","short":"D. Scharwald, P. Sharapova, Physical Review Research 8 (2026).","ieee":"D. Scharwald and P. Sharapova, “Characterization of spatial Schmidt modes in high-gain SU(1,1) interferometers,” <i>Physical Review Research</i>, vol. 8, no. 3, Art. no. 033139, 2026, doi: <a href=\"https://doi.org/10.1103/ph64-ts39\">10.1103/ph64-ts39</a>.","apa":"Scharwald, D., &#38; Sharapova, P. (2026). Characterization of spatial Schmidt modes in high-gain SU(1,1) interferometers. <i>Physical Review Research</i>, <i>8</i>(3), Article 033139. <a href=\"https://doi.org/10.1103/ph64-ts39\">https://doi.org/10.1103/ph64-ts39</a>","bibtex":"@article{Scharwald_Sharapova_2026, title={Characterization of spatial Schmidt modes in high-gain SU(1,1) interferometers}, volume={8}, DOI={<a href=\"https://doi.org/10.1103/ph64-ts39\">10.1103/ph64-ts39</a>}, number={3033139}, journal={Physical Review Research}, publisher={American Physical Society (APS)}, author={Scharwald, Dennis and Sharapova, Polina}, year={2026} }","ama":"Scharwald D, Sharapova P. Characterization of spatial Schmidt modes in high-gain SU(1,1) interferometers. <i>Physical Review Research</i>. 2026;8(3). doi:<a href=\"https://doi.org/10.1103/ph64-ts39\">10.1103/ph64-ts39</a>","mla":"Scharwald, Dennis, and Polina Sharapova. “Characterization of Spatial Schmidt Modes in High-Gain SU(1,1) Interferometers.” <i>Physical Review Research</i>, vol. 8, no. 3, 033139, American Physical Society (APS), 2026, doi:<a href=\"https://doi.org/10.1103/ph64-ts39\">10.1103/ph64-ts39</a>."},"project":[{"_id":"56","name":"TRR 142 - Project Area C"},{"name":"TRR 142: Maßgeschneiderte nichtlineare Photonik: Von grundlegenden Konzepten zu funktionellen Strukturen","_id":"53"},{"name":"TRR 142 ; TP: C10: Erzeugung und Charakterisierung von Quantenlicht in nichtlinearen Systemen: Eine theoretische Analyse","_id":"174"},{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}]},{"department":[{"_id":"43"},{"_id":"9"},{"_id":"26"},{"_id":"152"}],"type":"conference","date_created":"2026-10-01T10:04:57Z","abstract":[{"lang":"eng","text":"In increasingly volatile and uncertain markets, corporate resilience has become a critical capability in strategic product planning. Companies face significant challenges in systematically monitoring and interpreting heterogeneous environmental data originating from diverse sources, formats, and temporal contexts. While predefined workflows and decision trees can support strategic analysis, they often lack the flexibility required to cope with dynamic market conditions and foresightrelated data from extreme dispersed and heterogeneous sources. This paper proposes a method to enhance corporate resilience through the application of generic, reusable AI-based workflows in strategic product planning. The approach integrates Data Science and Artificial Intelligence methods into modular, visually modelled workflows that enable hybrid human-AI decision-making. Based on a systematic literature review and an analysis of industrial challenges, key success factors and resilience criteria are identified. These insights are used to develop a method that supports internal and external analyses, scenario-based strategy development, and adaptive implementation monitoring within a generic workflow structure. The method leverages techniques such as machine learning and generative AI to process structured and unstructured data, identify patterns, and support real-time strategic assessments. Validation with decision-makers from medium-sized companies demonstrates improved transparency, repeatability, and cross-functional collaboration compared to predefined workflows."}],"publication":"1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University","doi":"10.17619/UNIPB/1-2636","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://digital.ub.uni-paderborn.de/hs/download/pdf/8359163","open_access":"1"}],"intvolume":"         1","date_updated":"2026-10-01T10:14:12Z","author":[{"full_name":"Gräßler, Iris","orcid":"0000-0001-5765-971X","first_name":"Iris","last_name":"Gräßler","id":"47565"},{"id":"58595","full_name":"Özcan, Deniz","first_name":"Deniz","last_name":"Özcan"}],"title":"Corporate resilience through generic AI-based workflows in strategic product planning","year":"2026","oa":"1","quality_controlled":"1","citation":{"mla":"Gräßler, Iris, and Deniz Özcan. “Corporate Resilience through Generic AI-Based Workflows in Strategic Product Planning.” <i>1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University</i>, edited by Iris Gräßler, vol. 1, LibreCat University, 2026, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-2636\">10.17619/UNIPB/1-2636</a>.","bibtex":"@inproceedings{Gräßler_Özcan_2026, title={Corporate resilience through generic AI-based workflows in strategic product planning}, volume={1}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-2636\">10.17619/UNIPB/1-2636</a>}, booktitle={1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University}, publisher={LibreCat University}, author={Gräßler, Iris and Özcan, Deniz}, editor={Gräßler, Iris}, year={2026} }","ama":"Gräßler I, Özcan D. Corporate resilience through generic AI-based workflows in strategic product planning. In: Gräßler I, ed. <i>1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University</i>. Vol 1. LibreCat University; 2026. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-2636\">10.17619/UNIPB/1-2636</a>","ieee":"I. Gräßler and D. Özcan, “Corporate resilience through generic AI-based workflows in strategic product planning,” in <i>1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University</i>, Paderborn, 2026, vol. 1, doi: <a href=\"https://doi.org/10.17619/UNIPB/1-2636\">10.17619/UNIPB/1-2636</a>.","apa":"Gräßler, I., &#38; Özcan, D. (2026). Corporate resilience through generic AI-based workflows in strategic product planning. In I. Gräßler (Ed.), <i>1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University</i> (Vol. 1). LibreCat University. <a href=\"https://doi.org/10.17619/UNIPB/1-2636\">https://doi.org/10.17619/UNIPB/1-2636</a>","short":"I. Gräßler, D. Özcan, in: I. Gräßler (Ed.), 1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University, LibreCat University, 2026.","chicago":"Gräßler, Iris, and Deniz Özcan. “Corporate Resilience through Generic AI-Based Workflows in Strategic Product Planning.” In <i>1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University</i>, edited by Iris Gräßler, Vol. 1. LibreCat University, 2026. <a href=\"https://doi.org/10.17619/UNIPB/1-2636\">https://doi.org/10.17619/UNIPB/1-2636</a>."},"volume":1,"editor":[{"first_name":"Iris","last_name":"Gräßler","full_name":"Gräßler, Iris"}],"user_id":"58595","_id":"67295","publisher":"LibreCat University","conference":{"location":"Paderborn","name":"International Symposium on Hybrid Intelligence in Product and Production Engineering 1. 2026 Paderborn","start_date":"2026-03-24","end_date":"2026-03-26"},"status":"public"},{"type":"newspaper_article","department":[{"_id":"756"},{"_id":"26"}],"date_created":"2026-10-13T13:27:42Z","related_material":{"link":[{"url":"https://www.awblog.at/klima-energie/Forderungen-fuer-eine-sozial-oekologische-Rechenzentrumspolitik","relation":"confirmation"}]},"project":[{"name":"Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial Cooling","_id":"1471"}],"publication":"A&W Blog","citation":{"mla":"Fahimi, Miriam. “ Fünf Forder­ungen Für Eine Sozial-­ökologische Rechen­zentrums­politik.” <i>A&#38;W Blog</i>, 2026.","bibtex":"@article{Fahimi_2026, title={ Fünf Forder­ungen für eine sozial-­ökologische Rechen­zentrums­politik}, journal={A&#38;W Blog}, author={Fahimi, Miriam}, year={2026} }","ama":"Fahimi M.  Fünf Forder­ungen für eine sozial-­ökologische Rechen­zentrums­politik. <i>A&#38;W Blog</i>. 2026.","ieee":"M. Fahimi, “ Fünf Forder­ungen für eine sozial-­ökologische Rechen­zentrums­politik,” <i>A&#38;W Blog</i>, 2026.","apa":"Fahimi, M. (2026).  Fünf Forder­ungen für eine sozial-­ökologische Rechen­zentrums­politik. <i>A&#38;W Blog</i>.","chicago":"Fahimi, Miriam. “ Fünf Forder­ungen Für Eine Sozial-­ökologische Rechen­zentrums­politik.” <i>A&#38;W Blog</i>, 2026.","short":"M. Fahimi, A&#38;W Blog (2026)."},"publication_date":"2026-10-09","user_id":"118059","language":[{"iso":"eng"}],"_id":"67517","date_updated":"2026-10-13T13:27:46Z","status":"public","title":" Fünf Forder­ungen für eine sozial-­ökologische Rechen­zentrums­politik","year":"2026","author":[{"id":"118059","full_name":"Fahimi, Miriam","last_name":"Fahimi","orcid":"0000-0002-0619-3160","first_name":"Miriam"}]},{"language":[{"iso":"eng"}],"_id":"67511","publication_date":"2026-07-09","user_id":"118059","year":"2026","status":"public","title":"Are Data Centers Factories? Industrial Promises and Socio-Ecological Losses","author":[{"full_name":"Fahimi, Miriam","first_name":"Miriam","orcid":"0000-0002-0619-3160","last_name":"Fahimi","id":"118059"}],"date_updated":"2026-10-13T13:07:48Z","date_created":"2026-10-13T13:07:42Z","type":"newspaper_article","department":[{"_id":"756"},{"_id":"26"}],"publication":"Berliner Gazette","citation":{"bibtex":"@article{Fahimi_2026, title={Are Data Centers Factories? Industrial Promises and Socio-Ecological Losses}, journal={Berliner Gazette}, author={Fahimi, Miriam}, year={2026} }","ama":"Fahimi M. Are Data Centers Factories? Industrial Promises and Socio-Ecological Losses. <i>Berliner Gazette</i>. 2026.","mla":"Fahimi, Miriam. “Are Data Centers Factories? Industrial Promises and Socio-Ecological Losses.” <i>Berliner Gazette</i>, 2026.","chicago":"Fahimi, Miriam. “Are Data Centers Factories? Industrial Promises and Socio-Ecological Losses.” <i>Berliner Gazette</i>, 2026.","short":"M. Fahimi, Berliner Gazette (2026).","ieee":"M. Fahimi, “Are Data Centers Factories? Industrial Promises and Socio-Ecological Losses,” <i>Berliner Gazette</i>, 2026.","apa":"Fahimi, M. (2026). Are Data Centers Factories? Industrial Promises and Socio-Ecological Losses. <i>Berliner Gazette</i>."},"related_material":{"link":[{"url":"https://berlinergazette.de/are-data-centers-factories-industrial-promises-and-socio-ecological-losses/","relation":"confirmation"}]},"project":[{"name":"Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial Cooling","_id":"1471"}]},{"type":"newspaper_article","department":[{"_id":"756"},{"_id":"26"}],"date_created":"2026-10-13T13:15:55Z","related_material":{"link":[{"relation":"confirmation","url":"https://www.zeitschrift.frauensolidaritaet.org/artikel/ist-die-beste-ki-vielleicht-keine-ki/"}]},"project":[{"_id":"1471","name":"Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial Cooling"}],"issue":"176","publication":"Frauensolidarität","citation":{"ieee":"M. Fahimi, “Ist die beste KI vielleicht keine KI?,” <i>Frauensolidarität</i>, no. 176, 2026.","apa":"Fahimi, M. (2026). Ist die beste KI vielleicht keine KI? <i>Frauensolidarität</i>, <i>176</i>.","chicago":"Fahimi, Miriam. “Ist Die Beste KI Vielleicht Keine KI?” <i>Frauensolidarität</i>, 2026.","short":"M. Fahimi, Frauensolidarität (2026).","mla":"Fahimi, Miriam. “Ist Die Beste KI Vielleicht Keine KI?” <i>Frauensolidarität</i>, no. 176, 2026.","bibtex":"@article{Fahimi_2026, title={Ist die beste KI vielleicht keine KI?}, number={176}, journal={Frauensolidarität}, author={Fahimi, Miriam}, year={2026} }","ama":"Fahimi M. Ist die beste KI vielleicht keine KI? <i>Frauensolidarität</i>. 2026."},"publication_date":"2026-06-01","user_id":"118059","language":[{"iso":"eng"}],"_id":"67513","date_updated":"2026-10-13T13:16:00Z","status":"public","year":"2026","title":"Ist die beste KI vielleicht keine KI?","author":[{"full_name":"Fahimi, Miriam","first_name":"Miriam","orcid":"0000-0002-0619-3160","last_name":"Fahimi","id":"118059"}]},{"publication_date":"2026-02-26","user_id":"118059","_id":"67514","language":[{"iso":"eng"}],"date_updated":"2026-10-13T13:18:07Z","author":[{"id":"118059","first_name":"Miriam","orcid":"0000-0002-0619-3160","last_name":"Fahimi","full_name":"Fahimi, Miriam"}],"status":"public","year":"2026","title":"Luftschlösser und Rechenzentren","department":[{"_id":"756"},{"_id":"26"}],"type":"newspaper_article","date_created":"2026-10-13T13:18:04Z","project":[{"_id":"1471","name":"Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial Cooling"}],"related_material":{"link":[{"url":"https://mosaik-online.at/luftschloesser-und-rechenzentren-fehlender-widerstand-gegen-big-tech-in-wien/","relation":"confirmation"}]},"citation":{"apa":"Fahimi, M. (2026). Luftschlösser und Rechenzentren. <i>Mosaik</i>.","ieee":"M. Fahimi, “Luftschlösser und Rechenzentren,” <i>Mosaik</i>, 2026.","short":"M. Fahimi, Mosaik (2026).","chicago":"Fahimi, Miriam. “Luftschlösser Und Rechenzentren.” <i>Mosaik</i>, 2026.","mla":"Fahimi, Miriam. “Luftschlösser Und Rechenzentren.” <i>Mosaik</i>, 2026.","ama":"Fahimi M. Luftschlösser und Rechenzentren. <i>Mosaik</i>. 2026.","bibtex":"@article{Fahimi_2026, title={Luftschlösser und Rechenzentren}, journal={Mosaik}, author={Fahimi, Miriam}, year={2026} }"},"publication":"Mosaik"},{"title":"Thermischer Teufelskreis der KI","year":"2026","status":"public","author":[{"orcid":"0000-0002-0619-3160","last_name":"Fahimi","first_name":"Miriam","full_name":"Fahimi, Miriam","id":"118059"}],"date_updated":"2026-10-13T13:26:52Z","_id":"67515","language":[{"iso":"eng"}],"publication_date":"2026-09-16","user_id":"118059","publication":"A&W Blog","citation":{"bibtex":"@article{Fahimi_2026, title={Thermischer Teufelskreis der KI}, journal={A&#38;W Blog}, author={Fahimi, Miriam}, year={2026} }","ama":"Fahimi M. Thermischer Teufelskreis der KI. <i>A&#38;W Blog</i>. 2026.","mla":"Fahimi, Miriam. “Thermischer Teufelskreis Der KI.” <i>A&#38;W Blog</i>, 2026.","short":"M. Fahimi, A&#38;W Blog (2026).","chicago":"Fahimi, Miriam. “Thermischer Teufelskreis Der KI.” <i>A&#38;W Blog</i>, 2026.","ieee":"M. Fahimi, “Thermischer Teufelskreis der KI,” <i>A&#38;W Blog</i>, 2026.","apa":"Fahimi, M. (2026). Thermischer Teufelskreis der KI. <i>A&#38;W Blog</i>."},"related_material":{"link":[{"relation":"confirmation","url":"https://www.awblog.at/klima-energie/Thermischer-Teufelskreis-der-KI"}]},"project":[{"_id":"1471","name":"Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial Cooling"}],"date_created":"2026-10-13T13:26:02Z","type":"newspaper_article","department":[{"_id":"756"},{"_id":"26"}]},{"date_created":"2026-10-13T13:10:07Z","department":[{"_id":"756"},{"_id":"26"}],"type":"newspaper_article","citation":{"ieee":"M. Fahimi, “Can a Data Center Sweat?,” <i>Platypus CASTAC</i>, 2026.","apa":"Fahimi, M. (2026). Can a Data Center Sweat? <i>Platypus CASTAC</i>.","chicago":"Fahimi, Miriam. “Can a Data Center Sweat?” <i>Platypus CASTAC</i>, 2026.","short":"M. Fahimi, Platypus CASTAC (2026).","mla":"Fahimi, Miriam. “Can a Data Center Sweat?” <i>Platypus CASTAC</i>, 2026.","bibtex":"@article{Fahimi_2026, title={Can a Data Center Sweat?}, journal={Platypus CASTAC}, author={Fahimi, Miriam}, year={2026} }","ama":"Fahimi M. Can a Data Center Sweat? <i>Platypus CASTAC</i>. 2026."},"publication":"Platypus CASTAC","project":[{"name":"Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial Cooling","_id":"1471"}],"related_material":{"link":[{"url":"https://blog.castac.org/2026/08/can-a-data-center-sweat/","relation":"confirmation"}]},"language":[{"iso":"eng"}],"_id":"67512","publication_date":"2026-08-07","user_id":"118059","author":[{"full_name":"Fahimi, Miriam","last_name":"Fahimi","first_name":"Miriam","orcid":"0000-0002-0619-3160","id":"118059"}],"status":"public","year":"2026","title":"Can a Data Center Sweat?","date_updated":"2026-10-13T13:10:12Z"}]