[{"title":"Wissenschaftliche Grundlagen für Kunst- und Designstudierende","related_material":{"link":[{"relation":"supplementary_material","url":"https://www.utb.de/doi/book/10.36198/9783838566306"}]},"type":"textbook","doi":"10.36198/9783838566306","publisher":"utb","year":"2026","place":"Bielefeld","author":[{"first_name":"Saskia","orcid":"0009-0001-0346-4295","last_name":"Ketz","full_name":"Ketz, Saskia","id":"263970"},{"full_name":" Bleja, Jelena","first_name":"Jelena","last_name":" Bleja"}],"citation":{"apa":"Ketz, S., &#38;  Bleja, J. (2026). <i>Wissenschaftliche Grundlagen für Kunst- und Designstudierende</i>. Bielefeld: utb. <a href=\"https://doi.org/10.36198/9783838566306\">https://doi.org/10.36198/9783838566306</a>","chicago":"Ketz, Saskia, and Jelena  Bleja. <i>Wissenschaftliche Grundlagen für Kunst- und Designstudierende</i>. Bielefeld: utb, 2026. <a href=\"https://doi.org/10.36198/9783838566306\">https://doi.org/10.36198/9783838566306</a>.","short":"S. Ketz, J.  Bleja, Wissenschaftliche Grundlagen für Kunst- und Designstudierende, utb, Bielefeld, 2026.","mla":"Ketz, Saskia, and Jelena  Bleja. <i>Wissenschaftliche Grundlagen für Kunst- und Designstudierende</i>. utb, 2026, doi:<a href=\"https://doi.org/10.36198/9783838566306\">10.36198/9783838566306</a>.","ieee":"S. Ketz and J.  Bleja, <i>Wissenschaftliche Grundlagen für Kunst- und Designstudierende</i>. Bielefeld: utb, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Ketz, Saskia</span> ; <span style=\"font-variant:small-caps;\"> Bleja, Jelena</span>: <i>Wissenschaftliche Grundlagen für Kunst- und Designstudierende</i>. Bielefeld : utb, 2026","ama":"Ketz S,  Bleja J. <i>Wissenschaftliche Grundlagen für Kunst- und Designstudierende</i>. Bielefeld: utb; 2026. doi:<a href=\"https://doi.org/10.36198/9783838566306\">10.36198/9783838566306</a>","bibtex":"@book{Ketz_ Bleja_2026, place={Bielefeld}, title={Wissenschaftliche Grundlagen für Kunst- und Designstudierende}, DOI={<a href=\"https://doi.org/10.36198/9783838566306\">10.36198/9783838566306</a>}, publisher={utb}, author={Ketz, Saskia and  Bleja, Jelena}, year={2026} }"},"_id":"7081","user_id":"220548","language":[{"iso":"ger"}],"publication_identifier":{"isbn":["9783825266301"]},"date_updated":"2026-07-27T06:19:43Z","status":"public","publication_status":"published","page":"216","date_created":"2026-07-20T15:28:52Z"},{"publication_status":"published","date_created":"2026-07-16T18:51:32Z","publication":"19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management","date_updated":"2026-07-20T08:11:01Z","status":"public","abstract":[{"text":"Adopting digital twin technologies in small andmedium-sized enterprises (SMEs) is often hinderedby heterogeneous, poorly documented productiondata. Current semantic type detection approachesrequire massive labeled datasets making themimpractical for resource-constrained SMEs. Wepropose a zero-shot hybrid framework combiningpattern-based classification with selective largelanguage model (LLM) reasoning formanufacturing-specific data types. The two-stagearchitecture uses rule-based patterns for high-confidence cases, forwarding ambiguous columnsto a multi-step LLM reasoner. Evaluation on fourmanufacturing datasets shows the hybrid approachachieves weighted F1 within 7 24 percentagepoints of pure LLM classification performancewhile reducing LLM invocations by 39% onaverage. Processing time decreased by up to 2.8×.Our framework addresses a critical gap: automated,computationally efficient data type recognition formanufacturing SMEs without requiring trainingdata, contributing to automated simulation anddigital twin construction.","lang":"eng"}],"language":[{"iso":"eng"}],"user_id":"220548","citation":{"ama":"Döring L, Trojahn S, Reusch P. Smart data adapter: A hybrid pattern-LLM approach. In: Behrendt F, Zadek H, Janmontree J, Trojahn S, Lang S, eds. <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>. Otto von Guericke University Library, Magdeburg, Germany; 2026. doi:<a href=\"https://doi.org/10.25673/123544\">10.25673/123544</a>","bibtex":"@inproceedings{Döring_Trojahn_Reusch_2026, title={Smart data adapter: A hybrid pattern-LLM approach}, DOI={<a href=\"https://doi.org/10.25673/123544\">10.25673/123544</a>}, booktitle={19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management}, publisher={Otto von Guericke University Library, Magdeburg, Germany}, author={Döring, Lina and Trojahn, Sebastian and Reusch, Pascal}, editor={Behrendt, Fabian and Zadek, Hartmut and Janmontree, Jettarat and Trojahn, Sebastian and Lang, SebastianEditors}, year={2026} }","mla":"Döring, Lina, et al. “Smart Data Adapter: A Hybrid Pattern-LLM Approach.” <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, edited by Fabian Behrendt et al., Otto von Guericke University Library, Magdeburg, Germany, 2026, doi:<a href=\"https://doi.org/10.25673/123544\">10.25673/123544</a>.","ieee":"L. Döring, S. Trojahn, and P. Reusch, “Smart data adapter: A hybrid pattern-LLM approach,” in <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, Magdeburg, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Döring, Lina</span> ; <span style=\"font-variant:small-caps;\">Trojahn, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Reusch, Pascal</span>: Smart data adapter: A hybrid pattern-LLM approach. In: <span style=\"font-variant:small-caps;\">Behrendt, F.</span> ; <span style=\"font-variant:small-caps;\">Zadek, H.</span> ; <span style=\"font-variant:small-caps;\">Janmontree, J.</span> ; <span style=\"font-variant:small-caps;\">Trojahn, S.</span> ; <span style=\"font-variant:small-caps;\">Lang, S.</span> (Hrsg.): <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i> : Otto von Guericke University Library, Magdeburg, Germany, 2026","short":"L. Döring, S. Trojahn, P. Reusch, in: F. Behrendt, H. Zadek, J. Janmontree, S. Trojahn, S. Lang (Eds.), 19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Otto von Guericke University Library, Magdeburg, Germany, 2026.","apa":"Döring, L., Trojahn, S., &#38; Reusch, P. (2026). Smart data adapter: A hybrid pattern-LLM approach. In F. Behrendt, H. Zadek, J. Janmontree, S. Trojahn, &#38; S. Lang (Eds.), <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>. Magdeburg: Otto von Guericke University Library, Magdeburg, Germany. <a href=\"https://doi.org/10.25673/123544\">https://doi.org/10.25673/123544</a>","chicago":"Döring, Lina, Sebastian Trojahn, and Pascal Reusch. “Smart Data Adapter: A Hybrid Pattern-LLM Approach.” In <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, edited by Fabian Behrendt, Hartmut Zadek, Jettarat Janmontree, Sebastian Trojahn, and Sebastian Lang. Otto von Guericke University Library, Magdeburg, Germany, 2026. <a href=\"https://doi.org/10.25673/123544\">https://doi.org/10.25673/123544</a>."},"_id":"7068","main_file_link":[{"url":"https://opendata.uni-halle.de/bitstream/1981185920/125478/1/DW16_Smart%20Data%20Adapter%20A%20Hybrid%20Pattern-LLM%20Approach.pdf"}],"editor":[{"last_name":"Behrendt","first_name":"Fabian","full_name":"Behrendt, Fabian"},{"first_name":"Hartmut","last_name":"Zadek","full_name":"Zadek, Hartmut"},{"last_name":"Janmontree","first_name":"Jettarat","full_name":"Janmontree, Jettarat"},{"last_name":"Trojahn","first_name":"Sebastian","full_name":"Trojahn, Sebastian"},{"first_name":"Sebastian","last_name":"Lang","full_name":"Lang, Sebastian"}],"author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0000-3555-4183/work/221016189","full_name":"Döring, Lina","first_name":"Lina","orcid":"0009-0000-3555-4183","last_name":"Döring","id":"231689"},{"full_name":"Trojahn, Sebastian","last_name":"Trojahn","first_name":"Sebastian"},{"last_name":"Reusch","first_name":"Pascal","full_name":"Reusch, Pascal","id":"223271"}],"department":[{"_id":"103"}],"year":"2026","publisher":"Otto von Guericke University Library, Magdeburg, Germany","doi":"10.25673/123544","type":"conference","conference":{"start_date":"2026-06-15","end_date":"2026-06-16","name":"19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management","location":"Magdeburg"},"project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"quality_controlled":"1","title":"Smart data adapter: A hybrid pattern-LLM approach","keyword":["Semantic Data Type Detection","DigitalTwin","Manufacturing SMEs","Zero-shot Learning","Hybrid AI","LLM"]},{"type":"review","year":"2026","title":"Rezension vom 17.07.2026 zu: Torsten Linke, Jens Borchert (Hrsg.):Leaving Care. Übergänge gestalten und begleiten: Ein Lehr- und Praxishandbuch für die Soziale Arbeit. Verlag Barbara Budrich GmbH( Opladen, Berlin, Toronto)","publication_date":"2026.07.17","user_id":"220548","language":[{"iso":"ger"}],"date_updated":"2026-07-17T08:36:06Z","status":"public","publication_status":"published","date_created":"2026-07-17T08:15:44Z","department":[{"_id":"105"}],"author":[{"orcid":"0009-0003-4105-8188","last_name":"Middendorf","first_name":"Tim","full_name":"Middendorf, Tim","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-4105-8188/work/220974919","id":"251748"}],"main_file_link":[{"url":"https://www.socialnet.de/rezensionen/34479.php"}],"citation":{"apa":"Middendorf, T. (2026). Rezension vom 17.07.2026 zu: Torsten Linke, Jens Borchert (Hrsg.):Leaving Care. Übergänge gestalten und begleiten: Ein Lehr- und Praxishandbuch für die Soziale Arbeit. Verlag Barbara Budrich GmbH( Opladen, Berlin, Toronto).","chicago":"Middendorf, Tim. “Rezension vom 17.07.2026 zu: Torsten Linke, Jens Borchert (Hrsg.):Leaving Care. Übergänge gestalten und begleiten: Ein Lehr- und Praxishandbuch für die Soziale Arbeit. Verlag Barbara Budrich GmbH( Opladen, Berlin, Toronto),” 2026.","ama":"Middendorf T. Rezension vom 17.07.2026 zu: Torsten Linke, Jens Borchert (Hrsg.):Leaving Care. Übergänge gestalten und begleiten: Ein Lehr- und Praxishandbuch für die Soziale Arbeit. Verlag Barbara Budrich GmbH( Opladen, Berlin, Toronto). 2026.","bibtex":"@article{Middendorf_2026, title={Rezension vom 17.07.2026 zu: Torsten Linke, Jens Borchert (Hrsg.):Leaving Care. Übergänge gestalten und begleiten: Ein Lehr- und Praxishandbuch für die Soziale Arbeit. Verlag Barbara Budrich GmbH( Opladen, Berlin, Toronto)}, author={Middendorf, Tim}, year={2026} }","mla":"Middendorf, Tim. <i>Rezension vom 17.07.2026 zu: Torsten Linke, Jens Borchert (Hrsg.):Leaving Care. Übergänge gestalten und begleiten: Ein Lehr- und Praxishandbuch für die Soziale Arbeit. Verlag Barbara Budrich GmbH( Opladen, Berlin, Toronto)</i>. 2026.","ieee":"T. Middendorf, “Rezension vom 17.07.2026 zu: Torsten Linke, Jens Borchert (Hrsg.):Leaving Care. Übergänge gestalten und begleiten: Ein Lehr- und Praxishandbuch für die Soziale Arbeit. Verlag Barbara Budrich GmbH( Opladen, Berlin, Toronto).” 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Middendorf, Tim</span>: Rezension vom 17.07.2026 zu: Torsten Linke, Jens Borchert (Hrsg.):Leaving Care. Übergänge gestalten und begleiten: Ein Lehr- und Praxishandbuch für die Soziale Arbeit. Verlag Barbara Budrich GmbH( Opladen, Berlin, Toronto) (2026)","short":"T. Middendorf, (2026)."},"_id":"7069"},{"language":[{"iso":"eng"}],"user_id":"220548","date_created":"2026-07-16T11:47:16Z","status":"public","date_updated":"2026-07-17T07:51:15Z","publication":"Preprint","author":[{"full_name":"Lukassen, Fabian","last_name":"Lukassen","first_name":"Fabian"},{"id":"264138","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0616-1027/work/220971488","full_name":"Weisser, Christoph","first_name":"Christoph","orcid":"0000-0003-0616-1027","last_name":"Weisser"},{"last_name":"Kneib","first_name":"Thomas","full_name":"Kneib, Thomas"},{"full_name":"Silbersdorff, Alexander","first_name":"Alexander","last_name":"Silbersdorff"}],"citation":{"apa":"Lukassen, F., Weisser, C., Kneib, T., &#38; Silbersdorff, A. (2026). CAFE: A Compound-AI Factorial Evaluation Framework. <i>Preprint</i>. <a href=\"https://doi.org/10.48550/arXiv.2607.10380\">https://doi.org/10.48550/arXiv.2607.10380</a>","chicago":"Lukassen, Fabian, Christoph Weisser, Thomas Kneib, and Alexander Silbersdorff. “CAFE: A Compound-AI Factorial Evaluation Framework.” <i>Preprint</i>, 2026. <a href=\"https://doi.org/10.48550/arXiv.2607.10380\">https://doi.org/10.48550/arXiv.2607.10380</a>.","mla":"Lukassen, Fabian, et al. “CAFE: A Compound-AI Factorial Evaluation Framework.” <i>Preprint</i>, arxiv, 2026, doi:<a href=\"https://doi.org/10.48550/arXiv.2607.10380\">10.48550/arXiv.2607.10380</a>.","ieee":"F. Lukassen, C. Weisser, T. Kneib, and A. Silbersdorff, “CAFE: A Compound-AI Factorial Evaluation Framework,” <i>Preprint</i>, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Lukassen, Fabian</span> ; <span style=\"font-variant:small-caps;\">Weisser, Christoph</span> ; <span style=\"font-variant:small-caps;\">Kneib, Thomas</span> ; <span style=\"font-variant:small-caps;\">Silbersdorff, Alexander</span>: CAFE: A Compound-AI Factorial Evaluation Framework. In: <i>Preprint</i>, arxiv (2026)","short":"F. Lukassen, C. Weisser, T. Kneib, A. Silbersdorff, Preprint (2026).","ama":"Lukassen F, Weisser C, Kneib T, Silbersdorff A. CAFE: A Compound-AI Factorial Evaluation Framework. <i>Preprint</i>. 2026. doi:<a href=\"https://doi.org/10.48550/arXiv.2607.10380\">10.48550/arXiv.2607.10380</a>","bibtex":"@article{Lukassen_Weisser_Kneib_Silbersdorff_2026, title={CAFE: A Compound-AI Factorial Evaluation Framework}, DOI={<a href=\"https://doi.org/10.48550/arXiv.2607.10380\">10.48550/arXiv.2607.10380</a>}, journal={Preprint}, publisher={arxiv}, author={Lukassen, Fabian and Weisser, Christoph and Kneib, Thomas and Silbersdorff, Alexander}, year={2026} }"},"_id":"7066","publisher":"arxiv","doi":"10.48550/arXiv.2607.10380","type":"journal_article","year":"2026","title":"CAFE: A Compound-AI Factorial Evaluation Framework"},{"publication":"Prävention und Gesundheitsförderung","date_updated":"2026-07-17T07:38:05Z","status":"public","publication_status":"published","date_created":"2026-07-13T07:43:36Z","user_id":"220548","language":[{"iso":"ger"}],"abstract":[{"lang":"ger","text":"Hintergrund\r\n\r\nDie zunehmende Belastung des Gesundheitssystems erfordert innovative Versorgungslösungen, insbesondere für chronisch Erkrankte wie Diabetiker*innen. Hybride Interaktionssysteme kombinieren digitale Technologien und persönliche Betreuung, um Versorgungslücken zu schließen.\r\nZiel\r\n\r\nDie Studie analysiert Anforderungen, Potenziale und Hürden bei der Nutzung hybrider Systeme aus Sicht von Patient*innen und medizinischen Fachkräften.\r\nMethode\r\n\r\nIm Rahmen der HIS4DiaPedes-Studie wurden Online-Befragungen (n = 69) und qualitative Interviews (n = 45) mit Patient*innen und Fachkräften durchgeführt. Die quantitative Analyse erfolgte deskriptiv mit SPSS, die qualitative inhaltsanalytisch nach Mayring mit MAXQDA.\r\nErgebnisse\r\n\r\nSowohl von medizinischen Fachkräften, als auch von Patient*innen werden sich Echtzeitdaten, individualisierbare Warnfunktionen, eine zentrale Plattform zur Datenerfassung, einfache Kommunikationswege und transparente Datenschutzlösungen gewünscht. Herausforderungen bestehen insbesondere bei älteren Patient*innen sowie in der technischen Infrastruktur.\r\nSchlussfolgerung\r\n\r\nHybride Interaktionssysteme erscheinen als potenziell geeignete Ergänzung der Diabetesversorgung, wenn diese benutzerfreundlich, anpassbar und datenschutzkonform gestaltet sind. Die Ergebnisse liefern Hinweise darauf, dass die Kombination digitaler und persönlicher Elemente sowie partizipative Entwicklungsprozesse für die Akzeptanz solcher Systeme relevant sein könnten; diese Annahmen sollten jedoch in konfirmatorischen Folgeuntersuchungen überprüft werden."},{"text":"Background\r\n\r\nThe increasing burden on the healthcare system requires innovative care solutions, especially for chronically ill patients, such as those with diabetes. Hybrid interaction systems combine digital technologies and personal care to close gaps in care.\r\nObjective\r\n\r\nThe study analyzes requirements, potentials, and barriers to the use of hybrid systems from the perspective of patients and healthcare professionals.\r\nMethods\r\n\r\nAs part of the HIS4DiaPedes study, online surveys (n = 69) and qualitative interviews (n = 45) were conducted with patients and professionals. The quantitative analysis was carried out descriptively with SPSS, the qualitative content analysis according to Mayring with MAXQDA.\r\nResults\r\n\r\nBoth healthcare professionals and patients are calling for real-time data, customizable warning functions, a central platform for data collection, simple communication channels, and transparent data protection solutions. Challenges exist in particular for older patients and in the technical infrastructure.\r\nConclusion\r\n\r\nHybrid interaction systems appear to be a potentially suitable addition to diabetes care, provided they are designed to be user-friendly, customizable, and compliant with data protection regulations. The results suggest that the combination of digital and in-person elements, as well as participatory development processes, may be relevant to the acceptance of such systems; however, these assumptions should be tested in confirmatory follow-up studies.","lang":"eng"}],"publication_identifier":{"issn":["1861-6755"],"eissn":["1861-6763"]},"main_file_link":[{"open_access":"1"}],"citation":{"apa":"Huperz, C., Katter, V., Klemme, B., Özlü, I., Dockweiler, C., &#38; Amelung, R. I. (2026). Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften. <i>Prävention und Gesundheitsförderung</i>. <a href=\"https://doi.org/10.1007/s11553-026-01340-w\">https://doi.org/10.1007/s11553-026-01340-w</a>","chicago":"Huperz, Carolin, Vincent Katter, Beate Klemme, Ismail Özlü, Christoph Dockweiler, and Rena Isabel Amelung. “Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften.” <i>Prävention und Gesundheitsförderung</i>, 2026. <a href=\"https://doi.org/10.1007/s11553-026-01340-w\">https://doi.org/10.1007/s11553-026-01340-w</a>.","bibtex":"@article{Huperz_Katter_Klemme_Özlü_Dockweiler_Amelung_2026, title={Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften}, DOI={<a href=\"https://doi.org/10.1007/s11553-026-01340-w\">10.1007/s11553-026-01340-w</a>}, journal={Prävention und Gesundheitsförderung}, publisher={Springer Science and Business Media LLC}, author={Huperz, Carolin and Katter, Vincent and Klemme, Beate and Özlü, Ismail and Dockweiler, Christoph and Amelung, Rena Isabel}, year={2026} }","ama":"Huperz C, Katter V, Klemme B, Özlü I, Dockweiler C, Amelung RI. Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften. <i>Prävention und Gesundheitsförderung</i>. 2026. doi:<a href=\"https://doi.org/10.1007/s11553-026-01340-w\">10.1007/s11553-026-01340-w</a>","alphadin":"<span style=\"font-variant:small-caps;\">Huperz, Carolin</span> ; <span style=\"font-variant:small-caps;\">Katter, Vincent</span> ; <span style=\"font-variant:small-caps;\">Klemme, Beate</span> ; <span style=\"font-variant:small-caps;\">Özlü, Ismail</span> ; <span style=\"font-variant:small-caps;\">Dockweiler, Christoph</span> ; <span style=\"font-variant:small-caps;\">Amelung, Rena Isabel</span>: Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften. In: <i>Prävention und Gesundheitsförderung</i>, Springer Science and Business Media LLC (2026)","mla":"Huperz, Carolin, et al. “Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften.” <i>Prävention und Gesundheitsförderung</i>, Springer Science and Business Media LLC, 2026, doi:<a href=\"https://doi.org/10.1007/s11553-026-01340-w\">10.1007/s11553-026-01340-w</a>.","ieee":"C. Huperz, V. Katter, B. Klemme, I. Özlü, C. Dockweiler, and R. I. Amelung, “Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften,” <i>Prävention und Gesundheitsförderung</i>, 2026.","short":"C. Huperz, V. Katter, B. Klemme, I. Özlü, C. Dockweiler, R.I. Amelung, Prävention und Gesundheitsförderung (2026)."},"_id":"7060","department":[{"_id":"4b342258-bee3-11eb-b75f-c9bf9d645214"}],"author":[{"full_name":"Huperz, Carolin","last_name":"Huperz","first_name":"Carolin","id":"252602"},{"first_name":"Vincent","last_name":"Katter","orcid":"0009-0002-3257-3877","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-3257-3877/work/220970152","full_name":"Katter, Vincent","id":"239593"},{"first_name":"Beate","last_name":"Klemme","full_name":"Klemme, Beate"},{"last_name":"Özlü","orcid":"0009-0005-9808-0858","first_name":"Ismail","full_name":"Özlü, Ismail","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0005-9808-0858/work/220970153","id":"247205"},{"first_name":"Christoph","last_name":"Dockweiler","full_name":"Dockweiler, Christoph"},{"full_name":"Amelung, Rena Isabel","first_name":"Rena Isabel","last_name":"Amelung"}],"year":"2026","article_type":"original","doi":"10.1007/s11553-026-01340-w","type":"journal_article","publisher":"Springer Science and Business Media LLC","oa":"1","quality_controlled":"1","title":"Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften"},{"article_type":"letter_note","year":"2026","publisher":"Springer","alternative_id":["7067"],"type":"journal_article","doi":"10.1007/s11943-026-00372-0","title":"Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung","quality_controlled":"1","oa":"1","date_created":"2026-05-28T11:24:42Z","publication_status":"published","status":"public","date_updated":"2026-07-16T15:20:37Z","publication":"AStA Wirtschafts- und Sozialstatistisches Archiv","publication_identifier":{"issn":["1863-8155"],"eissn":["1863-8163"]},"language":[{"iso":"ger"}],"abstract":[{"text":"Das Positionspapier formuliert neun Thesen zur Weiterentwicklung der Statistikausbildung im Kontext von Data Science und Künstlicher Intelligenz. Im Zentrum stehen Data & Statistical Literacy, Datenqualität und -ethik, die Verbindung von Statistik und Machine Learning sowie die Stärkung einer eigenständigen Statistikdidaktik.\r\n\r\nDie Diskussionsbeiträge erweitern diese Perspektiven: Christina Elmer betont Wissenschaftskommunikation und AI Literacy, Helmut Küchenhoff projektbasiertes Lernen und Datenschutz, Christoph Weisser die industrielle Praxis und organisationsweite Datenkompetenz, Göran Kauermann die Verzahnung von Statistik und Data Science, und Rolf Biehler sowie Karin Binder die didaktische und institutionelle Weiterentwicklung.\r\n\r\nDie Replik greift diese Impulse auf und unterstreicht die interdisziplinäre Verantwortung für eine zukunftsfähige Statistikausbildung.","lang":"ger"},{"lang":"eng","text":"The position paper formulates nine theses on the future development of statistics education in the context of Data Science and Artificial Intelligence. It emphasizes Data & Statistical Literacy, data quality and ethics, the integration of statistics and machine learning, and the strengthening of an independent didactics of statistics.\r\n\r\nThe discussion contributions broaden these perspectives: Christina Elmer highlights science communication and AI literacy; Helmut Küchenhoff emphasizes project-based learning and data protection; Christoph Weisser stresses industrial practice and organization-wide data competence; Göran Kauermann reflects on the interplay between statistics and data science; and Rolf Biehler and Karin Binder focus on didactical and institutional development.\r\n\r\nThe rejoinder takes up these impulses and underlines the interdisciplinary responsibility for shaping future-oriented statistics education."}],"user_id":"220548","_id":"6924","citation":{"ama":"Berger U, Biehler R, Binder K, et al. Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung. <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>. 2026. doi:<a href=\"https://doi.org/10.1007/s11943-026-00372-0\">10.1007/s11943-026-00372-0</a>","bibtex":"@article{Berger_Biehler_Binder_Elmer_Ertz_Hotz_Huber_Ickstadt_Kauermann_Küchenhoff_et al._2026, title={Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung}, DOI={<a href=\"https://doi.org/10.1007/s11943-026-00372-0\">10.1007/s11943-026-00372-0</a>}, journal={AStA Wirtschafts- und Sozialstatistisches Archiv}, publisher={Springer}, author={Berger, Ursula and Biehler, Rolf and Binder, Karin and Elmer, Christina and Ertz, Florian and Hotz, Thomas and Huber, Sarah and Ickstadt, Katja and Kauermann, Göran and Küchenhoff, Helmut and et al.}, year={2026} }","short":"U. Berger, R. Biehler, K. Binder, C. Elmer, F. Ertz, T. Hotz, S. Huber, K. Ickstadt, G. Kauermann, H. Küchenhoff, K. Lübke, R. Münnich, K. Schüller, T. Skill, C. Weihs, H. Weinert, C. Weisser, AStA Wirtschafts- und Sozialstatistisches Archiv (2026).","ieee":"U. Berger <i>et al.</i>, “Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung,” <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>, 2026.","mla":"Berger, Ursula, et al. “Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung.” <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>, Springer, 2026, doi:<a href=\"https://doi.org/10.1007/s11943-026-00372-0\">10.1007/s11943-026-00372-0</a>.","alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Berger, Ursula</span> ; <span style=\"font-variant:small-caps;\">Biehler, Rolf</span> ; <span style=\"font-variant:small-caps;\">Binder, Karin</span> ; <span style=\"font-variant:small-caps;\">Elmer, Christina</span> ; <span style=\"font-variant:small-caps;\">Ertz, Florian</span> ; <span style=\"font-variant:small-caps;\">Hotz, Thomas</span> ; <span style=\"font-variant:small-caps;\">Huber, Sarah</span> ; <span style=\"font-variant:small-caps;\">Ickstadt, Katja</span> ; u. a.</span>: Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung. In: <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>, Springer (2026)","chicago":"Berger, Ursula, Rolf Biehler, Karin Binder, Christina Elmer, Florian Ertz, Thomas Hotz, Sarah Huber, et al. “Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung.” <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>, 2026. <a href=\"https://doi.org/10.1007/s11943-026-00372-0\">https://doi.org/10.1007/s11943-026-00372-0</a>.","apa":"Berger, U., Biehler, R., Binder, K., Elmer, C., Ertz, F., Hotz, T., … Weisser, C. (2026). Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung. <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>. <a href=\"https://doi.org/10.1007/s11943-026-00372-0\">https://doi.org/10.1007/s11943-026-00372-0</a>"},"main_file_link":[{"open_access":"1"}],"author":[{"first_name":"Ursula","last_name":"Berger","full_name":"Berger, Ursula"},{"full_name":"Biehler, Rolf","first_name":"Rolf","last_name":"Biehler"},{"first_name":"Karin","last_name":"Binder","full_name":"Binder, Karin"},{"full_name":"Elmer, Christina","last_name":"Elmer","first_name":"Christina"},{"last_name":"Ertz","first_name":"Florian","full_name":"Ertz, Florian"},{"full_name":"Hotz, Thomas","first_name":"Thomas","last_name":"Hotz"},{"last_name":"Huber","first_name":"Sarah","full_name":"Huber, Sarah"},{"first_name":"Katja","last_name":"Ickstadt","full_name":"Ickstadt, Katja"},{"full_name":"Kauermann, Göran","first_name":"Göran","last_name":"Kauermann"},{"full_name":"Küchenhoff, Helmut","first_name":"Helmut","last_name":"Küchenhoff"},{"first_name":"Karsten","last_name":"Lübke","full_name":"Lübke, Karsten"},{"full_name":"Münnich, Ralf","first_name":"Ralf","last_name":"Münnich"},{"last_name":"Schüller","first_name":"Katharina","full_name":"Schüller, Katharina"},{"last_name":"Skill","first_name":"Thomas","full_name":"Skill, Thomas"},{"full_name":"Weihs, Claus","last_name":"Weihs","first_name":"Claus"},{"full_name":"Weinert, Henrike","last_name":"Weinert","first_name":"Henrike"},{"id":"264138","orcid":"0000-0003-0616-1027","last_name":"Weisser","first_name":"Christoph","full_name":"Weisser, Christoph"}]},{"user_id":"220548","publication_identifier":{"eisbn":["978-3-032-30080-5"],"isbn":["978-3-032-30079-9"],"issn":["0302-9743"],"eissn":["1611-3349"]},"language":[{"iso":"eng"}],"status":"public","publication":"Design, User Experience, and Usability. 15th International Conference, DUXU 2026, Held as Part of the 28th HCI International Conference, HCII 2026, Montreal, QC, Canada, July 26–31, 2026, Proceedings, Part II","date_updated":"2026-07-16T15:11:45Z","date_created":"2026-07-08T03:02:40Z","page":"268-279","publication_status":"published","author":[{"id":"234690","full_name":"Hirschfeld, Gerrit","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-2143-4564/work/220901189","orcid":"0000-0003-2143-4564","last_name":"Hirschfeld","first_name":"Gerrit"},{"id":"252878","first_name":"Inga","orcid":"0000-0002-3468-3423","last_name":"Jagemann","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3468-3423/work/220901191","full_name":"Jagemann, Inga"}],"editor":[{"full_name":"Schrepp, Martin","first_name":"Martin","last_name":"Schrepp"}],"citation":{"apa":"Hirschfeld, G., &#38; Jagemann, I. (2026). Improving HCI-Research Using Behavioral Measures - A Tutorial in Choice Based Conjoint Analysis. In M. Schrepp (Ed.), <i>Design, User Experience, and Usability. 15th International Conference, DUXU 2026, Held as Part of the 28th HCI International Conference, HCII 2026, Montreal, QC, Canada, July 26–31, 2026, Proceedings, Part II</i> (pp. 268–279). Cham: Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-30080-5_18\">https://doi.org/10.1007/978-3-032-30080-5_18</a>","chicago":"Hirschfeld, Gerrit, and Inga Jagemann. “Improving HCI-Research Using Behavioral Measures - A Tutorial in Choice Based Conjoint Analysis.” In <i>Design, User Experience, and Usability. 15th International Conference, DUXU 2026, Held as Part of the 28th HCI International Conference, HCII 2026, Montreal, QC, Canada, July 26–31, 2026, Proceedings, Part II</i>, edited by Martin Schrepp, 268–79. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2026. <a href=\"https://doi.org/10.1007/978-3-032-30080-5_18\">https://doi.org/10.1007/978-3-032-30080-5_18</a>.","short":"G. Hirschfeld, I. Jagemann, in: M. Schrepp (Ed.), Design, User Experience, and Usability. 15th International Conference, DUXU 2026, Held as Part of the 28th HCI International Conference, HCII 2026, Montreal, QC, Canada, July 26–31, 2026, Proceedings, Part II, Springer Nature Switzerland, Cham, 2026, pp. 268–279.","alphadin":"<span style=\"font-variant:small-caps;\">Hirschfeld, Gerrit</span> ; <span style=\"font-variant:small-caps;\">Jagemann, Inga</span>: Improving HCI-Research Using Behavioral Measures - A Tutorial in Choice Based Conjoint Analysis. In: <span style=\"font-variant:small-caps;\">Schrepp, M.</span> (Hrsg.): <i>Design, User Experience, and Usability. 15th International Conference, DUXU 2026, Held as Part of the 28th HCI International Conference, HCII 2026, Montreal, QC, Canada, July 26–31, 2026, Proceedings, Part II</i>, <i>Lecture Notes in Computer Science</i>. Cham : Springer Nature Switzerland, 2026, S. 268–279","ieee":"G. Hirschfeld and I. Jagemann, “Improving HCI-Research Using Behavioral Measures - A Tutorial in Choice Based Conjoint Analysis,” in <i>Design, User Experience, and Usability. 15th International Conference, DUXU 2026, Held as Part of the 28th HCI International Conference, HCII 2026, Montreal, QC, Canada, July 26–31, 2026, Proceedings, Part II</i>, Montreal, QC, Canada, 2026, pp. 268–279.","mla":"Hirschfeld, Gerrit, and Inga Jagemann. “Improving HCI-Research Using Behavioral Measures - A Tutorial in Choice Based Conjoint Analysis.” <i>Design, User Experience, and Usability. 15th International Conference, DUXU 2026, Held as Part of the 28th HCI International Conference, HCII 2026, Montreal, QC, Canada, July 26–31, 2026, Proceedings, Part II</i>, edited by Martin Schrepp, Springer Nature Switzerland, 2026, pp. 268–79, doi:<a href=\"https://doi.org/10.1007/978-3-032-30080-5_18\">10.1007/978-3-032-30080-5_18</a>.","bibtex":"@inproceedings{Hirschfeld_Jagemann_2026, place={Cham}, series={Lecture Notes in Computer Science}, title={Improving HCI-Research Using Behavioral Measures - A Tutorial in Choice Based Conjoint Analysis}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-30080-5_18\">10.1007/978-3-032-30080-5_18</a>}, booktitle={Design, User Experience, and Usability. 15th International Conference, DUXU 2026, Held as Part of the 28th HCI International Conference, HCII 2026, Montreal, QC, Canada, July 26–31, 2026, Proceedings, Part II}, publisher={Springer Nature Switzerland}, author={Hirschfeld, Gerrit and Jagemann, Inga}, editor={Schrepp, MartinEditor}, year={2026}, pages={268–279}, collection={Lecture Notes in Computer Science} }","ama":"Hirschfeld G, Jagemann I. Improving HCI-Research Using Behavioral Measures - A Tutorial in Choice Based Conjoint Analysis. In: Schrepp M, ed. <i>Design, User Experience, and Usability. 15th International Conference, DUXU 2026, Held as Part of the 28th HCI International Conference, HCII 2026, Montreal, QC, Canada, July 26–31, 2026, Proceedings, Part II</i>. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland; 2026:268-279. doi:<a href=\"https://doi.org/10.1007/978-3-032-30080-5_18\">10.1007/978-3-032-30080-5_18</a>"},"_id":"7039","type":"conference","doi":"10.1007/978-3-032-30080-5_18","publisher":"Springer Nature Switzerland","series_title":"Lecture Notes in Computer Science","place":"Cham","year":"2026","title":"Improving HCI-Research Using Behavioral Measures - A Tutorial in Choice Based Conjoint Analysis","conference":{"location":"Montreal, QC, Canada","name":"15th International Conference, DUXU 2026, Held as Part of the 28th HCI International Conference, HCII 2026","end_date":"2026-07-31","start_date":"2026-07-26"}},{"date_created":"2026-06-01T14:03:16Z","publication_status":"published","status":"public","date_updated":"2026-07-16T11:53:34Z","publication":"LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop","language":[{"iso":"eng"}],"user_id":"264138","_id":"6957","citation":{"apa":"Amorin, A. P., Python, A., &#38; Weisser, C. (2026). Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting. <i>LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>. <a href=\"https://doi.org/10.48550/arXiv.2603.09085\">https://doi.org/10.48550/arXiv.2603.09085</a>","chicago":"Amorin, Alvaro Paredes, Andre Python, and Christoph Weisser. “Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting.” <i>LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>, 2026. <a href=\"https://doi.org/10.48550/arXiv.2603.09085\">https://doi.org/10.48550/arXiv.2603.09085</a>.","ama":"Amorin AP, Python A, Weisser C. Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting. <i>LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>. 2026. doi:<a href=\"https://doi.org/10.48550/arXiv.2603.09085\">10.48550/arXiv.2603.09085</a>","bibtex":"@article{Amorin_Python_Weisser_2026, title={Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting}, DOI={<a href=\"https://doi.org/10.48550/arXiv.2603.09085\">10.48550/arXiv.2603.09085</a>}, journal={LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop}, author={Amorin, Alvaro Paredes and Python, Andre and Weisser, Christoph}, year={2026} }","short":"A.P. Amorin, A. Python, C. Weisser, LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop (2026).","ieee":"A. P. Amorin, A. Python, and C. Weisser, “Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting,” <i>LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>, 2026.","mla":"Amorin, Alvaro Paredes, et al. “Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting.” <i>LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>, 2026, doi:<a href=\"https://doi.org/10.48550/arXiv.2603.09085\">10.48550/arXiv.2603.09085</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Amorin, Alvaro Paredes</span> ; <span style=\"font-variant:small-caps;\">Python, Andre</span> ; <span style=\"font-variant:small-caps;\">Weisser, Christoph</span>: Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting. In: <i>LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i> (2026)"},"main_file_link":[{"open_access":"1"}],"author":[{"full_name":"Amorin, Alvaro Paredes","last_name":"Amorin","first_name":"Alvaro Paredes"},{"first_name":"Andre","last_name":"Python","full_name":"Python, Andre"},{"id":"264138","first_name":"Christoph","last_name":"Weisser","orcid":"0000-0003-0616-1027","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498074","full_name":"Weisser, Christoph"}],"year":"2026","type":"journal_article","doi":"10.48550/arXiv.2603.09085","title":"Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting","oa":"1"},{"oa":"1","title":"LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification","year":"2026","doi":"10.48550/arXiv.2512.10793","type":"journal_article","main_file_link":[{"open_access":"1"}],"_id":"6959","citation":{"apa":"Schlee, M., Kivimaki, T., Mashiku,  Melchizedek, Weisser, C., &#38; Säfken, B. (2026). LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification. <i>LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>. <a href=\"https://doi.org/10.48550/arXiv.2512.10793\">https://doi.org/10.48550/arXiv.2512.10793</a>","chicago":"Schlee, Michael, Timo Kivimaki,  Melchizedek Mashiku, Christoph Weisser, and Benjamin Säfken. “LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification.” <i>LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>, 2026. <a href=\"https://doi.org/10.48550/arXiv.2512.10793\">https://doi.org/10.48550/arXiv.2512.10793</a>.","bibtex":"@article{Schlee_Kivimaki_Mashiku_Weisser_Säfken_2026, title={LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification}, DOI={<a href=\"https://doi.org/10.48550/arXiv.2512.10793\">10.48550/arXiv.2512.10793</a>}, journal={LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop}, author={Schlee, Michael and Kivimaki, Timo and Mashiku,  Melchizedek and Weisser, Christoph and Säfken, Benjamin}, year={2026} }","ama":"Schlee M, Kivimaki T, Mashiku  Melchizedek, Weisser C, Säfken B. LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification. <i>LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>. 2026. doi:<a href=\"https://doi.org/10.48550/arXiv.2512.10793\">10.48550/arXiv.2512.10793</a>","short":"M. Schlee, T. Kivimaki,  Melchizedek Mashiku, C. Weisser, B. Säfken, LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop (2026).","alphadin":"<span style=\"font-variant:small-caps;\">Schlee, Michael</span> ; <span style=\"font-variant:small-caps;\">Kivimaki, Timo</span> ; <span style=\"font-variant:small-caps;\">Mashiku,  Melchizedek</span> ; <span style=\"font-variant:small-caps;\">Weisser, Christoph</span> ; <span style=\"font-variant:small-caps;\">Säfken, Benjamin</span>: LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification. In: <i>LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i> (2026)","ieee":"M. Schlee, T. Kivimaki,  Melchizedek Mashiku, C. Weisser, and B. Säfken, “LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification,” <i>LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>, 2026.","mla":"Schlee, Michael, et al. “LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification.” <i>LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>, 2026, doi:<a href=\"https://doi.org/10.48550/arXiv.2512.10793\">10.48550/arXiv.2512.10793</a>."},"author":[{"first_name":"Michael","last_name":"Schlee","full_name":"Schlee, Michael"},{"first_name":"Timo","last_name":"Kivimaki","full_name":"Kivimaki, Timo"},{"full_name":"Mashiku,  Melchizedek","first_name":" Melchizedek","last_name":"Mashiku"},{"id":"264138","full_name":"Weisser, Christoph","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498396","last_name":"Weisser","orcid":"0000-0003-0616-1027","first_name":"Christoph"},{"first_name":"Benjamin","last_name":"Säfken","full_name":"Säfken, Benjamin"}],"status":"public","publication":"LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop","date_updated":"2026-07-16T11:52:22Z","date_created":"2026-06-01T14:04:19Z","publication_status":"published","user_id":"264138","language":[{"iso":"eng"}]},{"year":"2026","article_type":"review","publisher":"Carl Hanser Verlag","volume":116,"issue":"2","type":"journal_article","title":"Neun entscheidende Punkte","project":[{"name":"Bielefelder Institut für Angewandte Materialforschung","_id":"f89a05bb-bcea-11ed-9442-ed382659bc06"}],"keyword":["Kreislaufwirtschaft","Circular Economy","R-Prinzip","Design for R"],"publication_status":"published","date_created":"2026-02-09T16:14:22Z","page":"20-24","date_updated":"2026-07-08T10:54:20Z","publication":"Kunststoffe","status":"public","language":[{"iso":"ger"}],"abstract":[{"lang":"ger","text":"Aspekte wie Nachhaltigkeit und Ressourcenschutz spielen nicht nur aus ökologischen, sondern auch aus ökonomischen Gründen eine zunehmend wichtige Rolle. Dies zeigt sich auch im Produktdesign. Wer heute Produkte entwickelt, sollte direkt den Lebenszyklus, die Chancen zur Verlängerung der Nutzungsphase und das Ende des Produktlebens mitdenken. Dies dürfte mittelfristig zu Wettbewerbsvorteilen führen. Ineinandergreifende Strategien bieten eine ganzheitliche Lösung."}],"user_id":"71369","_id":"6598","citation":{"short":"S. Kartelmeyer, A. Ries, Kunststoffe 116 (2026) 20–24.","alphadin":"<span style=\"font-variant:small-caps;\">Kartelmeyer, Stephan</span> ; <span style=\"font-variant:small-caps;\">Ries, Angela</span>: Neun entscheidende Punkte. In: <i>Kunststoffe</i> Bd. 116, Carl Hanser Verlag (2026), Nr. 2, S. 20–24","ieee":"S. Kartelmeyer and A. 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Neun entscheidende Punkte. <i>Kunststoffe</i>, <i>116</i>(2), 20–24.","chicago":"Kartelmeyer, Stephan, and Angela Ries. “Neun entscheidende Punkte.” <i>Kunststoffe</i> 116, no. 2 (2026): 20–24."},"intvolume":"       116","author":[{"full_name":"Kartelmeyer, Stephan","first_name":"Stephan","last_name":"Kartelmeyer","id":"71369"},{"id":"243082","first_name":"Angela","last_name":"Ries","full_name":"Ries, Angela"}],"department":[{"_id":"103"}]},{"intvolume":"        20","_id":"6812","citation":{"chicago":"Kartelmeyer, Stephan, and Angela Ries. “Nine Key Points.” <i>Plastics Insights</i> 20, no. 2 (2026): 18–21.","apa":"Kartelmeyer, S., &#38; Ries, A. (2026). Nine Key Points. <i>Plastics Insights</i>, <i>20</i>(2), 18–21.","bibtex":"@article{Kartelmeyer_Ries_2026, title={Nine Key Points}, volume={20}, number={2}, journal={Plastics Insights}, publisher={Carl Hanser Verlag}, author={Kartelmeyer, Stephan and Ries, Angela}, year={2026}, pages={18–21} }","ama":"Kartelmeyer S, Ries A. Nine Key Points. <i>Plastics Insights</i>. 2026;20(2):18-21.","short":"S. Kartelmeyer, A. Ries, Plastics Insights 20 (2026) 18–21.","alphadin":"<span style=\"font-variant:small-caps;\">Kartelmeyer, Stephan</span> ; <span style=\"font-variant:small-caps;\">Ries, Angela</span>: Nine Key Points. In: <i>Plastics Insights</i> Bd. 20, Carl Hanser Verlag (2026), Nr. 2, S. 18–21","mla":"Kartelmeyer, Stephan, and Angela Ries. “Nine Key Points.” <i>Plastics Insights</i>, vol. 20, no. 2, Carl Hanser Verlag, 2026, pp. 18–21.","ieee":"S. Kartelmeyer and A. Ries, “Nine Key Points,” <i>Plastics Insights</i>, vol. 20, no. 2, pp. 18–21, 2026."},"author":[{"id":"71369","full_name":"Kartelmeyer, Stephan","last_name":"Kartelmeyer","first_name":"Stephan"},{"first_name":"Angela","last_name":"Ries","full_name":"Ries, Angela","id":"243082"}],"status":"public","publication":"Plastics Insights","date_updated":"2026-07-08T10:54:05Z","date_created":"2026-03-18T11:58:08Z","page":"18-21","user_id":"71369","abstract":[{"lang":"eng","text":"Aspects such as sustainability and resource conservation are playing an increasingly important role, not only for ecological reasons but also for economic ones. This is also reflected in product design. Anyone developing products today should directly consider the life cycle, opportunities to extend the usage phase, and the end of the product’s life. In the medium term, this is likely to lead to competitive advantages. Interlocking strategies offer a holistic solution."}],"language":[{"iso":"eng"}],"keyword":["Circular Economy","Circular Design","R-Principle","Design for R"],"title":"Nine Key Points","article_type":"review","year":"2026","issue":"2","type":"journal_article","volume":20,"publisher":"Carl Hanser Verlag"},{"type":"journal_article","issue":"11","doi":"10.3390/su18115612","volume":18,"tmp":{"image":"/images/cc_by.png","short":"CC BY (4.0)","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"publisher":"MDPI AG","article_type":"original","article_number":"5612","year":"2026","oa":"1","keyword":["assessment method","circular economy","c-Si photovoltaics","refurbish","remanufacture","repair","R-principles"],"quality_controlled":"1","title":"REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development","project":[{"name":"Institut für Technische Energie-Systeme","_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7"}],"user_id":"220548","publication_identifier":{"eissn":["2071-1050"]},"abstract":[{"lang":"eng","text":"The development of resource-efficient products based on a comprehensive assessment of the R-principles is becoming increasingly important in the context of the Eco-Design Regulation. However, there is no basis for assessing c-Si photovoltaic modules in the context of REpair, REfurbish, and REmanufacture. The aim of this study is therefore to create an assessment basis including a definition framework and a selection of priority parts. The results are a basic functional and structural analysis, an initial catalog of criteria for a semi-quantitative assessment method, and a weighting of priority parts. It becomes clear that individual cells and connection components are particularly relevant for REpair and REfurbish. For REmanufacture, attention should be paid to the entirety of the cells, the frame, and the glass. Overall, a method is created that, in application, lays the foundation for a sustainable product design of photovoltaic modules improved for the circular economy and can be further optimized.              "}],"language":[{"iso":"eng"}],"status":"public","date_updated":"2026-07-07T05:52:44Z","publication":"Sustainability","date_created":"2026-07-06T09:22:07Z","publication_status":"published","department":[{"_id":"103"}],"author":[{"id":"233154","full_name":"Schnatmann, Anna Katharina","last_name":"Schnatmann","first_name":"Anna Katharina"},{"first_name":"Heike","last_name":"Wulf","full_name":"Wulf, Heike"},{"id":"210954","full_name":"Schoden, Fabian","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-2481-7141/work/219771886","last_name":"Schoden","orcid":"0000-0002-2481-7141","first_name":"Fabian"},{"id":"72528","orcid":"0000-0002-3020-1343","last_name":"Schwenzfeier-Hellkamp","first_name":"Eva","full_name":"Schwenzfeier-Hellkamp, Eva","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/219771887"}],"main_file_link":[{"url":"https://www.mdpi.com/2071-1050/18/11/5612","open_access":"1"}],"intvolume":"        18","_id":"7037","citation":{"ieee":"A. K. Schnatmann, H. Wulf, F. Schoden, and E. Schwenzfeier-Hellkamp, “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development,” <i>Sustainability</i>, vol. 18, no. 11, 2026.","mla":"Schnatmann, Anna Katharina, et al. “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development.” <i>Sustainability</i>, vol. 18, no. 11, 5612, MDPI AG, 2026, doi:<a href=\"https://doi.org/10.3390/su18115612\">10.3390/su18115612</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Schnatmann, Anna Katharina</span> ; <span style=\"font-variant:small-caps;\">Wulf, Heike</span> ; <span style=\"font-variant:small-caps;\">Schoden, Fabian</span> ; <span style=\"font-variant:small-caps;\">Schwenzfeier-Hellkamp, Eva</span>: REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. In: <i>Sustainability</i> Bd. 18, MDPI AG (2026), Nr. 11","short":"A.K. Schnatmann, H. Wulf, F. Schoden, E. 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REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. <i>Sustainability</i>. 2026;18(11). doi:<a href=\"https://doi.org/10.3390/su18115612\">10.3390/su18115612</a>","bibtex":"@article{Schnatmann_Wulf_Schoden_Schwenzfeier-Hellkamp_2026, title={REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development}, volume={18}, DOI={<a href=\"https://doi.org/10.3390/su18115612\">10.3390/su18115612</a>}, number={115612}, journal={Sustainability}, publisher={MDPI AG}, author={Schnatmann, Anna Katharina and Wulf, Heike and Schoden, Fabian and Schwenzfeier-Hellkamp, Eva}, year={2026} }","chicago":"Schnatmann, Anna Katharina, Heike Wulf, Fabian Schoden, and Eva Schwenzfeier-Hellkamp. “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development.” <i>Sustainability</i> 18, no. 11 (2026). <a href=\"https://doi.org/10.3390/su18115612\">https://doi.org/10.3390/su18115612</a>.","apa":"Schnatmann, A. K., Wulf, H., Schoden, F., &#38; Schwenzfeier-Hellkamp, E. (2026). REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. <i>Sustainability</i>, <i>18</i>(11). <a href=\"https://doi.org/10.3390/su18115612\">https://doi.org/10.3390/su18115612</a>"}},{"conference":{"start_date":"2026-02-27","end_date":"2026-03-01","location":"Tokyo Japan","name":"ICCMB 2026: 2026 9th International Conference on Computers in Management and Business"},"quality_controlled":"1","title":"Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign using Agentic AI","project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"oa":"1","place":"New York, NY, USA","year":"2026","publisher":"ACM","type":"conference","doi":"10.1145/3802463.3802479","_id":"7036","citation":{"chicago":"Schwede, Christian, Lennart Schipper, and Jan Cirullies. “Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign Using Agentic AI.” In <i>Proceedings of the 2026 9th International Conference on Computers in Management and Business</i>, edited by Association for Computing Machinery, 102–6. 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In: <span style=\"font-variant:small-caps;\">Association for Computing Machinery</span> (Hrsg.): <i>Proceedings of the 2026 9th International Conference on Computers in Management and Business</i>. 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Elsevier. <a href=\"https://doi.org/10.1016/B978-0-443-26472-6.00064-4\">https://doi.org/10.1016/B978-0-443-26472-6.00064-4</a>","bibtex":"@inbook{Grintsova_Horstmann_Amelung_Carstensen_2026, title={Upscaling in Pharmacy Profession “Shaping Tomorrow’s Pharmacists: Future Skills to Retain and Expand Professional Roles in Healthcare”}, DOI={<a href=\"https://doi.org/10.1016/B978-0-443-26472-6.00064-4\">10.1016/B978-0-443-26472-6.00064-4</a>}, booktitle={Reference Module in Biomedical Sciences}, publisher={Elsevier}, author={Grintsova, Olga and Horstmann, Nina and Amelung, Rena and Carstensen, Vivian}, year={2026} }","ama":"Grintsova O, Horstmann N, Amelung R, Carstensen V. Upscaling in Pharmacy Profession “Shaping Tomorrow’s Pharmacists: Future Skills to Retain and Expand Professional Roles in Healthcare.” In: <i>Reference Module in Biomedical Sciences</i>. Elsevier; 2026. doi:<a href=\"https://doi.org/10.1016/B978-0-443-26472-6.00064-4\">10.1016/B978-0-443-26472-6.00064-4</a>","alphadin":"<span style=\"font-variant:small-caps;\">Grintsova, Olga</span> ; <span style=\"font-variant:small-caps;\">Horstmann, Nina</span> ; <span style=\"font-variant:small-caps;\">Amelung, Rena</span> ; <span style=\"font-variant:small-caps;\">Carstensen, Vivian</span>: Upscaling in Pharmacy Profession „Shaping Tomorrow’s Pharmacists: Future Skills to Retain and Expand Professional Roles in Healthcare“. In: <i>Reference Module in Biomedical Sciences</i> : Elsevier, 2026","ieee":"O. Grintsova, N. Horstmann, R. Amelung, and V. 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