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Jenert, “Sustainable educational innovation in Higher Education: Upscaling, transfer, and student involvement,” presented at the Biannial conference of the European Association for Learning and Instruction (EARLI), Graz, 2025.","apa":"Jenert, T. (2025). <i>Sustainable educational innovation in Higher Education: Upscaling, transfer, and student involvement</i>. Biannial conference of the European Association for Learning and Instruction (EARLI), Graz.","bibtex":"@inproceedings{Jenert_2025, place={Graz}, title={Sustainable educational innovation in Higher Education: Upscaling, transfer, and student involvement}, author={Jenert, Tobias}, year={2025} }","ama":"Jenert T. Sustainable educational innovation in Higher Education: Upscaling, transfer, and student involvement. In: ; 2025.","mla":"Jenert, Tobias. <i>Sustainable Educational Innovation in Higher Education: Upscaling, Transfer, and Student Involvement</i>. 2025."},"project":[{"_id":"1387","name":"DigiSelF - Digitalisierung als Herausforderung und Innovation in der Hochschullehre"}],"_id":"62650","language":[{"iso":"eng"}],"user_id":"71994","year":"2025","status":"public","title":"Sustainable educational innovation in Higher Education: Upscaling, transfer, and student involvement","author":[{"first_name":"Tobias","orcid":" https://orcid.org/0000-0001-9262-5646","last_name":"Jenert","full_name":"Jenert, Tobias","id":"71994"}],"conference":{"end_date":"2025-08-29","location":"Graz","start_date":"2025-08-25","name":"Biannial conference of the European Association for Learning and Instruction (EARLI)"},"date_updated":"2025-12-08T11:03:11Z"},{"user_id":"16205","_id":"63024","language":[{"iso":"ger"}],"publication_status":"published","date_updated":"2025-12-10T15:38:17Z","title":"Identifizierung und Entwicklung von tragfähigen Geschäftsmodellen für Kulturplattformen im Datenraum Kultur","year":"2025","status":"public","author":[{"full_name":"Vorbohle, Christian","last_name":"Vorbohle","first_name":"Christian","id":"29951"},{"id":"61896","last_name":"Althaus","first_name":"Maike","full_name":"Althaus, Maike"},{"id":"21117","full_name":"Kundisch, Dennis","first_name":"Dennis","last_name":"Kundisch"}],"type":"working_paper","department":[{"_id":"276"}],"date_created":"2025-12-10T15:38:14Z","place":"Universität Paderborn, SICP","project":[{"name":"DatenraumKultur: Use Case 1 - Kulturplattformen - Datenraum Kultur","_id":"160"}],"citation":{"ieee":"C. Vorbohle, M. Althaus, and D. Kundisch, <i>Identifizierung und Entwicklung von tragfähigen Geschäftsmodellen für Kulturplattformen im Datenraum Kultur</i>. Universität Paderborn, SICP, 2025.","apa":"Vorbohle, C., Althaus, M., &#38; Kundisch, D. (2025). <i>Identifizierung und Entwicklung von tragfähigen Geschäftsmodellen für Kulturplattformen im Datenraum Kultur</i>.","chicago":"Vorbohle, Christian, Maike Althaus, and Dennis Kundisch. <i>Identifizierung und Entwicklung von tragfähigen Geschäftsmodellen für Kulturplattformen im Datenraum Kultur</i>. Universität Paderborn, SICP, 2025.","short":"C. Vorbohle, M. Althaus, D. Kundisch, Identifizierung und Entwicklung von tragfähigen Geschäftsmodellen für Kulturplattformen im Datenraum Kultur, Universität Paderborn, SICP, 2025.","mla":"Vorbohle, Christian, et al. <i>Identifizierung und Entwicklung von tragfähigen Geschäftsmodellen für Kulturplattformen im Datenraum Kultur</i>. 2025.","bibtex":"@book{Vorbohle_Althaus_Kundisch_2025, place={Universität Paderborn, SICP}, title={Identifizierung und Entwicklung von tragfähigen Geschäftsmodellen für Kulturplattformen im Datenraum Kultur}, author={Vorbohle, Christian and Althaus, Maike and Kundisch, Dennis}, year={2025} }","ama":"Vorbohle C, Althaus M, Kundisch D. <i>Identifizierung und Entwicklung von tragfähigen Geschäftsmodellen für Kulturplattformen im Datenraum Kultur</i>.; 2025."}},{"publication_status":"published","date_updated":"2025-12-10T15:40:27Z","author":[{"full_name":"Vorbohle, Christian","first_name":"Christian","last_name":"Vorbohle","id":"29951"},{"first_name":"Maike","last_name":"Althaus","full_name":"Althaus, Maike","id":"61896"},{"id":"21117","full_name":"Kundisch, Dennis","last_name":"Kundisch","first_name":"Dennis"}],"title":"Sponsoring als Geschäftsmodell für Kulturplattformen im Datenraum Kultur: Vorstellung und Validierung","status":"public","year":"2025","user_id":"16205","language":[{"iso":"ger"}],"_id":"63025","project":[{"name":"DatenraumKultur: Use Case 1 - Kulturplattformen - Datenraum Kultur","_id":"160"}],"citation":{"bibtex":"@book{Vorbohle_Althaus_Kundisch_2025, place={Universität Paderborn, SICP}, title={Sponsoring als Geschäftsmodell für Kulturplattformen im Datenraum Kultur: Vorstellung und Validierung}, author={Vorbohle, Christian and Althaus, Maike and Kundisch, Dennis}, year={2025} }","ama":"Vorbohle C, Althaus M, Kundisch D. <i>Sponsoring als Geschäftsmodell für Kulturplattformen im Datenraum Kultur: Vorstellung und Validierung</i>.; 2025.","mla":"Vorbohle, Christian, et al. <i>Sponsoring als Geschäftsmodell für Kulturplattformen im Datenraum Kultur: Vorstellung und Validierung</i>. 2025.","chicago":"Vorbohle, Christian, Maike Althaus, and Dennis Kundisch. <i>Sponsoring als Geschäftsmodell für Kulturplattformen im Datenraum Kultur: Vorstellung und Validierung</i>. Universität Paderborn, SICP, 2025.","short":"C. Vorbohle, M. Althaus, D. Kundisch, Sponsoring als Geschäftsmodell für Kulturplattformen im Datenraum Kultur: Vorstellung und Validierung, Universität Paderborn, SICP, 2025.","ieee":"C. Vorbohle, M. Althaus, and D. Kundisch, <i>Sponsoring als Geschäftsmodell für Kulturplattformen im Datenraum Kultur: Vorstellung und Validierung</i>. Universität Paderborn, SICP, 2025.","apa":"Vorbohle, C., Althaus, M., &#38; Kundisch, D. (2025). <i>Sponsoring als Geschäftsmodell für Kulturplattformen im Datenraum Kultur: Vorstellung und Validierung</i>."},"department":[{"_id":"276"}],"type":"working_paper","date_created":"2025-12-10T15:40:23Z","place":"Universität Paderborn, SICP"},{"date_updated":"2025-12-10T15:35:25Z","publication_status":"published","status":"public","year":"2025","title":"Kulturplattformen im Datenraum Kultur: Eine Analyse bestehender Geschäftsmodelle von Kulturplattformen","author":[{"id":"61896","first_name":"Maike","last_name":"Althaus","full_name":"Althaus, Maike"},{"first_name":"Christian","last_name":"Vorbohle","full_name":"Vorbohle, Christian","id":"29951"},{"id":"21117","first_name":"Dennis","last_name":"Kundisch","full_name":"Kundisch, Dennis"}],"user_id":"16205","language":[{"iso":"ger"}],"_id":"63022","project":[{"name":"DatenraumKultur: Use Case 1 - Kulturplattformen - Datenraum Kultur","_id":"160"}],"citation":{"mla":"Althaus, Maike, et al. <i>Kulturplattformen im Datenraum Kultur: Eine Analyse bestehender Geschäftsmodelle von Kulturplattformen</i>. 2025.","bibtex":"@book{Althaus_Vorbohle_Kundisch_2025, place={SICP, Universität Paderborn}, title={Kulturplattformen im Datenraum Kultur: Eine Analyse bestehender Geschäftsmodelle von Kulturplattformen}, author={Althaus, Maike and Vorbohle, Christian and Kundisch, Dennis}, year={2025} }","ama":"Althaus M, Vorbohle C, Kundisch D. <i>Kulturplattformen im Datenraum Kultur: Eine Analyse bestehender Geschäftsmodelle von Kulturplattformen</i>.; 2025.","ieee":"M. Althaus, C. Vorbohle, and D. Kundisch, <i>Kulturplattformen im Datenraum Kultur: Eine Analyse bestehender Geschäftsmodelle von Kulturplattformen</i>. SICP, Universität Paderborn, 2025.","apa":"Althaus, M., Vorbohle, C., &#38; Kundisch, D. (2025). <i>Kulturplattformen im Datenraum Kultur: Eine Analyse bestehender Geschäftsmodelle von Kulturplattformen</i>.","short":"M. Althaus, C. Vorbohle, D. Kundisch, Kulturplattformen im Datenraum Kultur: Eine Analyse bestehender Geschäftsmodelle von Kulturplattformen, SICP, Universität Paderborn, 2025.","chicago":"Althaus, Maike, Christian Vorbohle, and Dennis Kundisch. <i>Kulturplattformen im Datenraum Kultur: Eine Analyse bestehender Geschäftsmodelle von Kulturplattformen</i>. SICP, Universität Paderborn, 2025."},"type":"working_paper","department":[{"_id":"276"}],"place":"SICP, Universität Paderborn","date_created":"2025-12-10T15:34:05Z"},{"type":"book","department":[{"_id":"208"}],"place":"Weinheim","date_created":"2025-11-17T12:19:13Z","citation":{"ieee":"H. S. Sloane, <i>Studienbeginn als Krise - Identitätskonstruktionen von Studienanfänger*innen</i>. Weinheim: Beltz Juventa, 2025.","apa":"Sloane, H. S. (2025). <i>Studienbeginn als Krise - Identitätskonstruktionen von Studienanfänger*innen</i>. Beltz Juventa.","chicago":"Sloane, Hannah Sabrina. <i>Studienbeginn als Krise - Identitätskonstruktionen von Studienanfänger*innen</i>. Bildungssoziologische Beiträge. Weinheim: Beltz Juventa, 2025.","short":"H.S. Sloane, Studienbeginn als Krise - Identitätskonstruktionen von Studienanfänger*innen, Beltz Juventa, Weinheim, 2025.","mla":"Sloane, Hannah Sabrina. <i>Studienbeginn als Krise - Identitätskonstruktionen von Studienanfänger*innen</i>. Beltz Juventa, 2025.","bibtex":"@book{Sloane_2025, place={Weinheim}, series={Bildungssoziologische Beiträge}, title={Studienbeginn als Krise - Identitätskonstruktionen von Studienanfänger*innen}, publisher={Beltz Juventa}, author={Sloane, Hannah Sabrina}, year={2025}, collection={Bildungssoziologische Beiträge} }","ama":"Sloane HS. <i>Studienbeginn als Krise - Identitätskonstruktionen von Studienanfänger*innen</i>. Beltz Juventa; 2025."},"user_id":"48206","_id":"62212","language":[{"iso":"ger"}],"publisher":"Beltz Juventa","series_title":"Bildungssoziologische Beiträge","date_updated":"2025-12-11T13:34:46Z","status":"public","title":"Studienbeginn als Krise - Identitätskonstruktionen von Studienanfänger*innen","year":"2025","author":[{"full_name":"Sloane, Hannah Sabrina","first_name":"Hannah Sabrina","last_name":"Sloane","id":"48206"}],"publication_identifier":{"unknown":["978-3779992066"]}},{"date_updated":"2025-12-18T11:22:59Z","title":"Trust Me If You Can! Examining the Role of Ransomware Darknet Platforms in Building Trust Between Hackers and Victims","year":"2025","status":"public","author":[{"id":"100338","last_name":"Hövel","first_name":"Gilbert Georg","full_name":"Hövel, Gilbert Georg"},{"first_name":"Tim","last_name":"Brinkmeier","full_name":"Brinkmeier, Tim"},{"id":"98948","first_name":"Simon Thanh-Nam","last_name":"Trang","orcid":"0000-0002-4784-4038","full_name":"Trang, Simon Thanh-Nam"}],"user_id":"98948","main_file_link":[{"url":"https://aisel.aisnet.org/icis2025/cyb_security/cyb_security/8/"}],"_id":"63199","language":[{"iso":"eng"}],"publication":"Proceedings of the International Conference on Information Systems 2025","citation":{"mla":"Hövel, Gilbert Georg, et al. “Trust Me If You Can! Examining the Role of Ransomware Darknet Platforms in Building Trust Between Hackers and Victims.” <i>Proceedings of the International Conference on Information Systems 2025</i>, 2025.","ama":"Hövel GG, Brinkmeier T, Trang ST-N. Trust Me If You Can! Examining the Role of Ransomware Darknet Platforms in Building Trust Between Hackers and Victims. In: <i>Proceedings of the International Conference on Information Systems 2025</i>. ; 2025.","bibtex":"@inproceedings{Hövel_Brinkmeier_Trang_2025, title={Trust Me If You Can! Examining the Role of Ransomware Darknet Platforms in Building Trust Between Hackers and Victims}, booktitle={Proceedings of the International Conference on Information Systems 2025}, author={Hövel, Gilbert Georg and Brinkmeier, Tim and Trang, Simon Thanh-Nam}, year={2025} }","apa":"Hövel, G. G., Brinkmeier, T., &#38; Trang, S. T.-N. (2025). Trust Me If You Can! Examining the Role of Ransomware Darknet Platforms in Building Trust Between Hackers and Victims. <i>Proceedings of the International Conference on Information Systems 2025</i>.","ieee":"G. G. Hövel, T. Brinkmeier, and S. T.-N. Trang, “Trust Me If You Can! Examining the Role of Ransomware Darknet Platforms in Building Trust Between Hackers and Victims,” 2025.","short":"G.G. Hövel, T. Brinkmeier, S.T.-N. Trang, in: Proceedings of the International Conference on Information Systems 2025, 2025.","chicago":"Hövel, Gilbert Georg, Tim Brinkmeier, and Simon Thanh-Nam Trang. “Trust Me If You Can! Examining the Role of Ransomware Darknet Platforms in Building Trust Between Hackers and Victims.” In <i>Proceedings of the International Conference on Information Systems 2025</i>, 2025."},"type":"conference","department":[{"_id":"792"}],"date_created":"2025-12-18T11:22:39Z"},{"year":"2025","status":"public","title":"LLMs For Warm and Cold Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning","author":[{"id":"87673","first_name":"Haya","last_name":"Halimeh","full_name":"Halimeh, Haya"},{"last_name":"Freese","first_name":"Florian","full_name":"Freese, Florian"},{"full_name":"Müller, Oliver","last_name":"Müller","first_name":"Oliver"}],"publication_identifier":{"issn":["2938-5202"]},"publication_status":"published","date_updated":"2026-01-07T13:47:43Z","main_file_link":[{"open_access":"1"}],"_id":"63524","language":[{"iso":"eng"}],"publisher":"University of Gdansk, Department of Business Informatics & University of Belgrade, Faculty of Organizational Sciences","user_id":"87673","doi":"10.62036/isd.2025.68","publication":"International Conference on Information Systems Development","citation":{"short":"H. Halimeh, F. Freese, O. Müller, in: International Conference on Information Systems Development, University of Gdansk, Department of Business Informatics &#38; University of Belgrade, Faculty of Organizational Sciences, 2025.","chicago":"Halimeh, Haya, Florian Freese, and Oliver Müller. “LLMs For Warm and Cold Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning.” In <i>International Conference on Information Systems Development</i>. University of Gdansk, Department of Business Informatics &#38; University of Belgrade, Faculty of Organizational Sciences, 2025. <a href=\"https://doi.org/10.62036/isd.2025.68\">https://doi.org/10.62036/isd.2025.68</a>.","apa":"Halimeh, H., Freese, F., &#38; Müller, O. (2025). LLMs For Warm and Cold Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning. <i>International Conference on Information Systems Development</i>. <a href=\"https://doi.org/10.62036/isd.2025.68\">https://doi.org/10.62036/isd.2025.68</a>","ieee":"H. Halimeh, F. Freese, and O. Müller, “LLMs For Warm and Cold Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning,” 2025, doi: <a href=\"https://doi.org/10.62036/isd.2025.68\">10.62036/isd.2025.68</a>.","ama":"Halimeh H, Freese F, Müller O. LLMs For Warm and Cold Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning. In: <i>International Conference on Information Systems Development</i>. University of Gdansk, Department of Business Informatics &#38; University of Belgrade, Faculty of Organizational Sciences; 2025. doi:<a href=\"https://doi.org/10.62036/isd.2025.68\">10.62036/isd.2025.68</a>","bibtex":"@inproceedings{Halimeh_Freese_Müller_2025, title={LLMs For Warm and Cold Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning}, DOI={<a href=\"https://doi.org/10.62036/isd.2025.68\">10.62036/isd.2025.68</a>}, booktitle={International Conference on Information Systems Development}, publisher={University of Gdansk, Department of Business Informatics &#38; University of Belgrade, Faculty of Organizational Sciences}, author={Halimeh, Haya and Freese, Florian and Müller, Oliver}, year={2025} }","mla":"Halimeh, Haya, et al. “LLMs For Warm and Cold Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning.” <i>International Conference on Information Systems Development</i>, University of Gdansk, Department of Business Informatics &#38; University of Belgrade, Faculty of Organizational Sciences, 2025, doi:<a href=\"https://doi.org/10.62036/isd.2025.68\">10.62036/isd.2025.68</a>."},"abstract":[{"lang":"eng","text":"Recommendation systems are essential for delivering personalized content across e-commerce and streaming services. However, traditional methods often fail in cold-start scenarios where new items lack prior interactions. Recent advances in large language models (LLMs) offer a promising alternative. In this paper, we adopt the retrieve-and-recommend framework and propose to fine-tune the LLM jointly on warm-and cold-start next-item recommendation tasks, thus, mitigating the need for separate models for both item types. We computationally compare zero-shot prompting, in-context learning, and fine-tuning using the same LLM backbone, and benchmark them against strong PLM-based baselines. Our findings provide practical insights into the trade-offs between accuracy and computational cost of these methods for next-item recommendation. To enhance reproducibility, we release the source code under https://github. com/HayaHalimeh/LLMs-For-Next-Item-Recommendation.git."}],"date_created":"2026-01-07T13:36:53Z","type":"conference","department":[{"_id":"195"},{"_id":"196"}],"oa":"1"},{"abstract":[{"lang":"eng","text":"Data spaces have become a strategic pillar of Europe's digital agenda, enabling sovereign, legally compliant data sharing within decentralized ecosystems. As data space initiatives evolve, personalized recommendations are increasingly recognized as key use cases. However, traditional recommendation approaches typically rely on centralized aggregation of user behavior data-directly conflicting with the core ethos of data spaces: sovereignty, privacy, and trust. Federated recommendation systems offer a promising alternative by training models locally and exchanging only intermediate parameters to build a global model. Despite this potential, the integration of federated recommendation techniques and data space architectures remains largely underexplored in research and practice. This paper addresses this gap by designing and evaluating a prototype of a federated recommendation system specifically tailored for data spaces and compliant with their underlying infrastructure. Our findings highlight the viability of developing privacy-preserving, collaborative recommendation systems within data spaces, and contribute to the broader adoption of AI across these emerging ecosystems."}],"publication":"2025 27th International Conference on Business Informatics (CBI)","citation":{"chicago":"Halimeh, Haya, and Philipp zur Heiden. “Preserving Sovereignty and Privacy for Personalization: Designing a Federated Recommendation System for Data Spaces.” In <i>2025 27th International Conference on Business Informatics (CBI)</i>. IEEE, 2025. <a href=\"https://doi.org/10.1109/cbi68102.2025.00019\">https://doi.org/10.1109/cbi68102.2025.00019</a>.","short":"H. Halimeh, P. zur Heiden, in: 2025 27th International Conference on Business Informatics (CBI), IEEE, 2025.","apa":"Halimeh, H., &#38; zur Heiden, P. (2025). Preserving Sovereignty and Privacy for Personalization: Designing a Federated Recommendation System for Data Spaces. <i>2025 27th International Conference on Business Informatics (CBI)</i>. <a href=\"https://doi.org/10.1109/cbi68102.2025.00019\">https://doi.org/10.1109/cbi68102.2025.00019</a>","ieee":"H. Halimeh and P. zur Heiden, “Preserving Sovereignty and Privacy for Personalization: Designing a Federated Recommendation System for Data Spaces,” 2025, doi: <a href=\"https://doi.org/10.1109/cbi68102.2025.00019\">10.1109/cbi68102.2025.00019</a>.","ama":"Halimeh H, zur Heiden P. Preserving Sovereignty and Privacy for Personalization: Designing a Federated Recommendation System for Data Spaces. In: <i>2025 27th International Conference on Business Informatics (CBI)</i>. IEEE; 2025. doi:<a href=\"https://doi.org/10.1109/cbi68102.2025.00019\">10.1109/cbi68102.2025.00019</a>","bibtex":"@inproceedings{Halimeh_zur Heiden_2025, title={Preserving Sovereignty and Privacy for Personalization: Designing a Federated Recommendation System for Data Spaces}, DOI={<a href=\"https://doi.org/10.1109/cbi68102.2025.00019\">10.1109/cbi68102.2025.00019</a>}, booktitle={2025 27th International Conference on Business Informatics (CBI)}, publisher={IEEE}, author={Halimeh, Haya and zur Heiden, Philipp}, year={2025} }","mla":"Halimeh, Haya, and Philipp zur Heiden. “Preserving Sovereignty and Privacy for Personalization: Designing a Federated Recommendation System for Data Spaces.” <i>2025 27th International Conference on Business Informatics (CBI)</i>, IEEE, 2025, doi:<a href=\"https://doi.org/10.1109/cbi68102.2025.00019\">10.1109/cbi68102.2025.00019</a>."},"type":"conference","oa":"1","department":[{"_id":"195"},{"_id":"196"}],"date_created":"2026-01-07T13:34:02Z","date_updated":"2026-01-07T13:49:45Z","publication_status":"published","title":"Preserving Sovereignty and Privacy for Personalization: Designing a Federated Recommendation System for Data Spaces","status":"public","year":"2025","author":[{"id":"87673","first_name":"Haya","last_name":"Halimeh","full_name":"Halimeh, Haya"},{"id":"64394","first_name":"Philipp","last_name":"zur Heiden","full_name":"zur Heiden, Philipp"}],"doi":"10.1109/cbi68102.2025.00019","user_id":"87673","main_file_link":[{"open_access":"1"}],"_id":"63523","publisher":"IEEE","language":[{"iso":"eng"}]},{"oa":"1","department":[{"_id":"195"},{"_id":"196"}],"type":"conference","date_created":"2026-01-07T13:40:05Z","abstract":[{"text":"Recommender systems (RS) can support sustainable development by steering users toward more sustainable choices. Sustainability-aware explanations represent one avenue for contributing to this goal by foregrounding the environmental and social aspects of the recommended products or services. This paper advances the line of research on sustainability-aware explanations by integrating nudging mechanisms into their design and by evaluating their effectiveness through a randomized between-subjects online vignette experiment across two item domains (). Our findings offer actionable design guidelines for building RS that foster sustainability-aware decision making and enrich the empirical foundation for impact-oriented research on explanation in RS.\r\n","lang":"eng"}],"citation":{"apa":"Halimeh, H., &#38; Müller, O. (2025). <i>Towards Greener Choices: Decision Information Nudging for Sustainability-Aware Recommender Explanations</i>.  The Second International Workshop on Recommender Systems for Sustainability and Social Good, RecSoGood 2025, Prague, Czech Republic. <a href=\"https://doi.org/10.1007/978-3-032-13342-7\">https://doi.org/10.1007/978-3-032-13342-7</a>","mla":"Halimeh, Haya, and Oliver Müller. <i>Towards Greener Choices: Decision Information Nudging for Sustainability-Aware Recommender Explanations</i>. 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-13342-7\">10.1007/978-3-032-13342-7</a>.","ieee":"H. Halimeh and O. Müller, “Towards Greener Choices: Decision Information Nudging for Sustainability-Aware Recommender Explanations,” presented at the  The Second International Workshop on Recommender Systems for Sustainability and Social Good, RecSoGood 2025, Prague, Czech Republic, 2025, doi: <a href=\"https://doi.org/10.1007/978-3-032-13342-7\">10.1007/978-3-032-13342-7</a>.","chicago":"Halimeh, Haya, and Oliver Müller. “Towards Greener Choices: Decision Information Nudging for Sustainability-Aware Recommender Explanations,” 2025. <a href=\"https://doi.org/10.1007/978-3-032-13342-7\">https://doi.org/10.1007/978-3-032-13342-7</a>.","short":"H. Halimeh, O. Müller, in: 2025.","ama":"Halimeh H, Müller O. Towards Greener Choices: Decision Information Nudging for Sustainability-Aware Recommender Explanations. In: ; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-13342-7\">10.1007/978-3-032-13342-7</a>","bibtex":"@inproceedings{Halimeh_Müller_2025, title={Towards Greener Choices: Decision Information Nudging for Sustainability-Aware Recommender Explanations}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-13342-7\">10.1007/978-3-032-13342-7</a>}, author={Halimeh, Haya and Müller, Oliver}, year={2025} }"},"doi":"10.1007/978-3-032-13342-7","user_id":"87673","language":[{"iso":"eng"}],"_id":"63525","main_file_link":[{"open_access":"1","url":"https://link.springer.com/book/10.1007/978-3-032-13342-7"}],"date_updated":"2026-01-07T13:46:50Z","conference":{"start_date":"2025-09-26","name":" The Second International Workshop on Recommender Systems for Sustainability and Social Good, RecSoGood 2025","location":"Prague, Czech Republic"},"author":[{"id":"87673","last_name":"Halimeh","first_name":"Haya","full_name":"Halimeh, Haya"},{"id":"72849","full_name":"Müller, Oliver","first_name":"Oliver","last_name":"Müller"}],"status":"public","title":"Towards Greener Choices: Decision Information Nudging for Sustainability-Aware Recommender Explanations","year":"2025"},{"_id":"63026","language":[{"iso":"ger"}],"user_id":"87673","status":"public","title":"Positionspapier Use Case 1: Vernetzte Kulturplattformen","year":"2025","author":[{"first_name":"Maike","last_name":"Althaus","full_name":"Althaus, Maike","id":"61896"},{"first_name":"Daniel","last_name":"Beverungen","full_name":"Beverungen, Daniel","id":"59677"},{"id":"58896","full_name":"Flath, Beate","last_name":"Flath","first_name":"Beate","orcid":"https://orcid.org/0000-0002-1648-0796"},{"id":"87673","first_name":"Haya","last_name":"Halimeh","full_name":"Halimeh, Haya"},{"id":"55603","full_name":"Hansmeier, Philipp","last_name":"Hansmeier","first_name":"Philipp"},{"first_name":"Philipp","last_name":"zur Heiden","full_name":"zur Heiden, Philipp","id":"64394"},{"last_name":"Kundisch","first_name":"Dennis","full_name":"Kundisch, Dennis","id":"21117"},{"last_name":"Müller","first_name":"Michelle","full_name":"Müller, Michelle","id":"50286"},{"id":"72849","last_name":"Müller","first_name":"Oliver","full_name":"Müller, Oliver"},{"id":"383","full_name":"Oberthür, Simon","first_name":"Simon","last_name":"Oberthür"},{"last_name":"Vorbohle","first_name":"Christian","full_name":"Vorbohle, Christian","id":"29951"},{"last_name":"Momen Pour Tafreshi","first_name":"Maryam","full_name":"Momen Pour Tafreshi, Maryam"},{"last_name":"Mauß","first_name":"Sebastian","full_name":"Mauß, Sebastian"},{"full_name":"Mücke, Alina","last_name":"Mücke","first_name":"Alina"},{"first_name":"Jörg","last_name":"Müller","full_name":"Müller, Jörg"},{"full_name":"Peter, Malte","last_name":"Peter","first_name":"Malte"},{"first_name":"Ariane","last_name":"Schmitt-Chandon","full_name":"Schmitt-Chandon, Ariane"},{"last_name":"Sellerberg","first_name":"Kerstin","full_name":"Sellerberg, Kerstin"},{"last_name":"Steinhäuser","first_name":"Moritz","full_name":"Steinhäuser, Moritz"}],"publication_status":"published","date_updated":"2026-01-07T13:41:32Z","date_created":"2025-12-10T15:50:35Z","place":"Universität Paderborn, SICP","type":"working_paper","department":[{"_id":"276"},{"_id":"526"},{"_id":"196"},{"_id":"735"}],"citation":{"mla":"Althaus, Maike, et al. <i>Positionspapier Use Case 1: Vernetzte Kulturplattformen</i>. 2025.","bibtex":"@book{Althaus_Beverungen_Flath_Halimeh_Hansmeier_zur Heiden_Kundisch_Müller_Müller_Oberthür_et al._2025, place={Universität Paderborn, SICP}, title={Positionspapier Use Case 1: Vernetzte Kulturplattformen}, author={Althaus, Maike and Beverungen, Daniel and Flath, Beate and Halimeh, Haya and Hansmeier, Philipp and zur Heiden, Philipp and Kundisch, Dennis and Müller, Michelle and Müller, Oliver and Oberthür, Simon and et al.}, year={2025} }","ama":"Althaus M, Beverungen D, Flath B, et al. <i>Positionspapier Use Case 1: Vernetzte Kulturplattformen</i>.; 2025.","ieee":"M. Althaus <i>et al.</i>, <i>Positionspapier Use Case 1: Vernetzte Kulturplattformen</i>. Universität Paderborn, SICP, 2025.","apa":"Althaus, M., Beverungen, D., Flath, B., Halimeh, H., Hansmeier, P., zur Heiden, P., Kundisch, D., Müller, M., Müller, O., Oberthür, S., Vorbohle, C., Momen Pour Tafreshi, M., Mauß, S., Mücke, A., Müller, J., Peter, M., Schmitt-Chandon, A., Sellerberg, K., &#38; Steinhäuser, M. (2025). <i>Positionspapier Use Case 1: Vernetzte Kulturplattformen</i>.","chicago":"Althaus, Maike, Daniel Beverungen, Beate Flath, Haya Halimeh, Philipp Hansmeier, Philipp zur Heiden, Dennis Kundisch, et al. <i>Positionspapier Use Case 1: Vernetzte Kulturplattformen</i>. Universität Paderborn, SICP, 2025.","short":"M. Althaus, D. Beverungen, B. Flath, H. Halimeh, P. Hansmeier, P. zur Heiden, D. Kundisch, M. Müller, O. Müller, S. Oberthür, C. Vorbohle, M. Momen Pour Tafreshi, S. Mauß, A. Mücke, J. Müller, M. Peter, A. Schmitt-Chandon, K. Sellerberg, M. Steinhäuser, Positionspapier Use Case 1: Vernetzte Kulturplattformen, Universität Paderborn, SICP, 2025."},"project":[{"name":"DatenraumKultur: Use Case 1 - Kulturplattformen - Datenraum Kultur","_id":"160"}]},{"main_file_link":[{"open_access":"1","url":"https://doi.org/10.1007/s10797-025-09930-8"}],"language":[{"iso":"eng"}],"_id":"46047","doi":"10.1007/s10797-025-09930-8","user_id":"96670","year":"2025","title":"How Much to Pay for Tax Certainty? The Role of Advance Tax Rulings for Risky Investment under Loss Offset and Tax Uncertainty","status":"public","jel":["G11","H25","M41","M42","M48"],"author":[{"first_name":"An","last_name":"Chen","full_name":"Chen, An"},{"full_name":"Hieber, Peter","last_name":"Hieber","first_name":"Peter"},{"id":"530","first_name":"Caren","orcid":" 0000-0002-8183-5901","last_name":"Sureth-Sloane","full_name":"Sureth-Sloane, Caren"}],"date_updated":"2026-01-12T12:24:11Z","publication_status":"published","date_created":"2023-07-13T12:03:15Z","type":"working_paper","oa":"1","department":[{"_id":"187"}],"citation":{"short":"A. Chen, P. Hieber, C. Sureth-Sloane, How Much to Pay for Tax Certainty? The Role of Advance Tax Rulings for Risky Investment under Loss Offset and Tax Uncertainty, 2025.","chicago":"Chen, An, Peter Hieber, and Caren Sureth-Sloane. <i>How Much to Pay for Tax Certainty? The Role of Advance Tax Rulings for Risky Investment under Loss Offset and Tax Uncertainty</i>, 2025. <a href=\"https://doi.org/10.1007/s10797-025-09930-8\">https://doi.org/10.1007/s10797-025-09930-8</a>.","ieee":"A. Chen, P. Hieber, and C. Sureth-Sloane, <i>How Much to Pay for Tax Certainty? The Role of Advance Tax Rulings for Risky Investment under Loss Offset and Tax Uncertainty</i>. 2025.","apa":"Chen, A., Hieber, P., &#38; Sureth-Sloane, C. (2025). <i>How Much to Pay for Tax Certainty? The Role of Advance Tax Rulings for Risky Investment under Loss Offset and Tax Uncertainty</i>. <a href=\"https://doi.org/10.1007/s10797-025-09930-8\">https://doi.org/10.1007/s10797-025-09930-8</a>","bibtex":"@book{Chen_Hieber_Sureth-Sloane_2025, title={How Much to Pay for Tax Certainty? The Role of Advance Tax Rulings for Risky Investment under Loss Offset and Tax Uncertainty}, DOI={<a href=\"https://doi.org/10.1007/s10797-025-09930-8\">10.1007/s10797-025-09930-8</a>}, author={Chen, An and Hieber, Peter and Sureth-Sloane, Caren}, year={2025} }","ama":"Chen A, Hieber P, Sureth-Sloane C. <i>How Much to Pay for Tax Certainty? The Role of Advance Tax Rulings for Risky Investment under Loss Offset and Tax Uncertainty</i>.; 2025. doi:<a href=\"https://doi.org/10.1007/s10797-025-09930-8\">10.1007/s10797-025-09930-8</a>","mla":"Chen, An, et al. <i>How Much to Pay for Tax Certainty? The Role of Advance Tax Rulings for Risky Investment under Loss Offset and Tax Uncertainty</i>. 2025, doi:<a href=\"https://doi.org/10.1007/s10797-025-09930-8\">10.1007/s10797-025-09930-8</a>."},"abstract":[{"text":"This study examines the impact of tax certainty through advance tax rulings (ATRs) on firms' risky investments under cash flow and tax uncertainty. Both firms and governments have expressed growing concern about increasing tax uncertainty, due to frequent tax reforms and the difficulty in applying ambiguous tax laws and anticipating audit outcomes. One remedy is the provision of ATRs, which offer upfront clarification of tax issues to reduce tax uncertainty and increase risk-taking. We analyze how these uncertainties, along with different tax rates, loss offset provisions, and ATR fees affect investment strategies. Our results suggest, first, that ATRs encourage riskier investments, particularly in tax regimes with generous loss offsets. We identify optimal ranges of ATR fees that benefit firms and tax authorities. Second, we show that it may be beneficial to design ATRs with a low or negative fee. Third, our study reveals a U-shaped relationship between firms' risk aversion and their willingness to pay for tax certainty, with willingness being higher for firms at low or high levels of risk aversion. In contrast, moderately risk-averse firms are only willing to accept low fees. Overall, our results highlight the importance of low-cost tax certainty combined with generous loss offset provisions to encourage risky investments.","lang":"eng"}]},{"publication":"Plos One","citation":{"short":"J. Kornowicz, K. Thommes, Plos One (2025).","chicago":"Kornowicz, Jaroslaw, and Kirsten Thommes. “Algorithm, Expert, or Both? Evaluating the Role of Feature Selection Methods on User Preferences and Reliance.” <i>Plos One</i>, 2025. <a href=\"https://doi.org/10.1371/journal.pone.0318874\">https://doi.org/10.1371/journal.pone.0318874</a>.","ieee":"J. Kornowicz and K. Thommes, “Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance,” <i>Plos One</i>, 2025, doi: <a href=\"https://doi.org/10.1371/journal.pone.0318874\">10.1371/journal.pone.0318874</a>.","apa":"Kornowicz, J., &#38; Thommes, K. (2025). Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance. <i>Plos One</i>. <a href=\"https://doi.org/10.1371/journal.pone.0318874\">https://doi.org/10.1371/journal.pone.0318874</a>","bibtex":"@article{Kornowicz_Thommes_2025, title={Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance}, DOI={<a href=\"https://doi.org/10.1371/journal.pone.0318874\">10.1371/journal.pone.0318874</a>}, journal={Plos One}, author={Kornowicz, Jaroslaw and Thommes, Kirsten}, year={2025} }","ama":"Kornowicz J, Thommes K. Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance. <i>Plos One</i>. Published online 2025. doi:<a href=\"https://doi.org/10.1371/journal.pone.0318874\">10.1371/journal.pone.0318874</a>","mla":"Kornowicz, Jaroslaw, and Kirsten Thommes. “Algorithm, Expert, or Both? Evaluating the Role of Feature Selection Methods on User Preferences and Reliance.” <i>Plos One</i>, 2025, doi:<a href=\"https://doi.org/10.1371/journal.pone.0318874\">10.1371/journal.pone.0318874</a>."},"project":[{"_id":"125","name":"TRR 318 - C2: TRR 318 - Subproject C2"}],"date_created":"2025-03-08T12:09:50Z","type":"journal_article","department":[{"_id":"178"},{"_id":"184"}],"title":"Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance","year":"2025","status":"public","author":[{"id":"44029","first_name":"Jaroslaw","last_name":"Kornowicz","orcid":"0000-0002-5654-9911","full_name":"Kornowicz, Jaroslaw"},{"full_name":"Thommes, Kirsten","first_name":"Kirsten","last_name":"Thommes","id":"72497"}],"date_updated":"2025-03-14T19:24:56Z","language":[{"iso":"eng"}],"_id":"58939","user_id":"72497","doi":"10.1371/journal.pone.0318874"},{"date_updated":"2025-03-21T07:59:45Z","status":"public","year":"2025","title":"Entrepreneurship Education at All Levels of Education: A Systematic Research Question-Guided Literature Review on Target Group-Appropriate Entrepreneurship Education","author":[{"full_name":"Liszt-Rohlf, Verena","last_name":"Liszt-Rohlf","first_name":"Verena"},{"last_name":"Büker","orcid":"https://orcid.org/0009-0004-7074-0992","first_name":"Ronja","full_name":"Büker, Ronja","id":"76342"},{"last_name":"Kamsker","first_name":"Susanne","full_name":"Kamsker, Susanne"}],"doi":"https://doi.org/10.1177/25151274251323609","user_id":"76342","language":[{"iso":"eng"}],"_id":"59075","publication":"Entrepreneurship Education and Pedagogy","citation":{"ama":"Liszt-Rohlf V, Büker R, Kamsker S. Entrepreneurship Education at All Levels of Education: A Systematic Research Question-Guided Literature Review on Target Group-Appropriate Entrepreneurship Education. <i>Entrepreneurship Education and Pedagogy</i>. Published online 2025. doi:<a href=\"https://doi.org/10.1177/25151274251323609\">https://doi.org/10.1177/25151274251323609</a>","bibtex":"@article{Liszt-Rohlf_Büker_Kamsker_2025, title={Entrepreneurship Education at All Levels of Education: A Systematic Research Question-Guided Literature Review on Target Group-Appropriate Entrepreneurship Education}, DOI={<a href=\"https://doi.org/10.1177/25151274251323609\">https://doi.org/10.1177/25151274251323609</a>}, journal={Entrepreneurship Education and Pedagogy}, author={Liszt-Rohlf, Verena and Büker, Ronja and Kamsker, Susanne}, year={2025} }","mla":"Liszt-Rohlf, Verena, et al. “Entrepreneurship Education at All Levels of Education: A Systematic Research Question-Guided Literature Review on Target Group-Appropriate Entrepreneurship Education.” <i>Entrepreneurship Education and Pedagogy</i>, 2025, doi:<a href=\"https://doi.org/10.1177/25151274251323609\">https://doi.org/10.1177/25151274251323609</a>.","short":"V. Liszt-Rohlf, R. Büker, S. Kamsker, Entrepreneurship Education and Pedagogy (2025).","chicago":"Liszt-Rohlf, Verena, Ronja Büker, and Susanne Kamsker. “Entrepreneurship Education at All Levels of Education: A Systematic Research Question-Guided Literature Review on Target Group-Appropriate Entrepreneurship Education.” <i>Entrepreneurship Education and Pedagogy</i>, 2025. <a href=\"https://doi.org/10.1177/25151274251323609\">https://doi.org/10.1177/25151274251323609</a>.","apa":"Liszt-Rohlf, V., Büker, R., &#38; Kamsker, S. (2025). Entrepreneurship Education at All Levels of Education: A Systematic Research Question-Guided Literature Review on Target Group-Appropriate Entrepreneurship Education. <i>Entrepreneurship Education and Pedagogy</i>. <a href=\"https://doi.org/10.1177/25151274251323609\">https://doi.org/10.1177/25151274251323609</a>","ieee":"V. Liszt-Rohlf, R. Büker, and S. Kamsker, “Entrepreneurship Education at All Levels of Education: A Systematic Research Question-Guided Literature Review on Target Group-Appropriate Entrepreneurship Education,” <i>Entrepreneurship Education and Pedagogy</i>, 2025, doi: <a href=\"https://doi.org/10.1177/25151274251323609\">https://doi.org/10.1177/25151274251323609</a>."},"type":"journal_article","department":[{"_id":"208"}],"date_created":"2025-03-21T07:59:21Z"}]
