
Publikationen und Projekte
Auswahl aktueller IWI-Publikationen
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Keine peer-reviewed Inhalte verfügbar
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Peer-reviewedKostic, M., Witschel, H. F., Hinkelmann, K., & Spahic, M. (2024). LLMs in automated essay evaluation: a case study. In R. Petrick & C. Geib (Eds.), Proceedings of the AAAI Symposium Series (Vol. 3, Issue 1, pp. 143–147). AAAI Press. https://doi.org/10.1609/aaaiss.v3i1.31193
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Peer-reviewedFluri, J., Fornari, F., & Pustulka, E. (2024). On the importance of CI/CD practices for database applications. Journal of Software: Evolution and Process, 36(12), e2720. https://doi.org/10.1002/smr.2720
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Peer-reviewedElmer, T., Vannoy, T. K., Studerus, E., & Lyubomirsky, S. (2024). Subjective long-term emotional and social effects of recreational MDMA use: the role of setting and intentions. Scientific Reports, 14, 3434. https://doi.org/10.1038/s41598-024-51355-6
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Bendel, O. (2024). Generative KI aus ethischer Sicht. In S. Seufert & S. Handschuh (eds.), Generative Künstliche Intelligenz. ChatGPT und Co für Bildung, Wirtschaft und Gesellschaft (pp. 165–180). Schäffer-Poeschel. https://irf.fhnw.ch/handle/11654/48365
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Peer-reviewedBendel, O., & Jabou, D. (2024). @llegra: a chatbot for Vallader. International Journal of Information Technology, 16(4), 2035–2045. https://doi.org/10.1007/s41870-024-01779-0
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Peer-reviewedBuchmann, R., Eder, J., Fill, H.-G., Frank, U., Karagiannis, D., Laurenzi, E., Mylopoulos, J., Plexousakis, D., & Santos, M. Y. (2024). Large language models: Expectations for semantics-driven systems engineering. Data & Knowledge Engineering, 152, 102324. https://doi.org/10.1016/j.datak.2024.102324
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Laurenzi, E., Meyer, D., & Moesch, P. (2024). A decision-support approach for university incubators. In K. Hinkelmann & H. Smuts (Eds.), Society 5.0. 4th International Conference, Society 5.0 2024, Moka, Mauritius, June 26–28, 2024, Revised Selected Papers (pp. 218–228). Springer. https://doi.org/10.1007/978-3-031-71412-2_16
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Bendel, O. (2024). Überlegungen zu Zweier- und Dreierbeziehungen mit Liebespuppen und Sexrobotern. In C. Roesler & S. Bröning (eds.), Paarbeziehung im 21. Jahrhundert. Psychosoziale Entwicklungen und Spannungsfelder (pp. 171–192). Kohlhammer. https://doi.org/10.17433/978-3-17-041465-5
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Peer-reviewedKhodoomi, M. R., Seif, M., & Hanne, T. (2024). Effects and challenges of the COVID-19 pandemic in supply chain management: a text analytics approach. Supply Chain Forum, 25(4), 486–503. https://doi.org/10.1080/16258312.2023.2253523
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Peer-reviewedWong, K., Dornberger, R., & Hanne, T. (2024). An analysis of weight initialization methods in connection with different activation functions for feedforward neural networks. Evolutionary Intelligence, 17, 2081–2089. https://doi.org/10.1007/s12065-022-00795-y
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Bendel, O. (2024). 300 Keywords Generative KI. Ökonomische, technische und ethische Grundlagen. Springer. https://doi.org/10.1007/978-3-658-44963-6
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Bendel, O. (2024). KI-basierte Textgeneratoren aus Sicht der Ethik. In G. Schreiber & L. Ohly (eds.), KI:Text. Diskurse über KI-Textgeneratoren (pp. 291–306). De Gruyter. https://doi.org/10.1515/9783111351490-018
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Labude, M., Vonschallen, S., Krüger, M., Schneider, C., & Metzger, S. (2024). Watch and Learn: Wie Schüler:innen und Lehrpersonen Erklärvideos für den Naturwissenschaftsunterricht nutzen. Zeitschrift für Didaktik der Naturwissenschaften, 30, 7. https://doi.org/10.1007/s40573-024-00172-5
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Peer-reviewedKühne, K., Herbold, E., Bendel, O., Zhou, Y., & Fischer, M. H. (2024). “Ick bin een Berlina”: dialect proficiency impacts a robot’s trustworthiness and competence evaluation. Frontiers in Robotics and AI, 10, 1241519. https://doi.org/10.3389/frobt.2023.1241519
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Vonschallen, S., Labude, M., Schneider, C., Krüger, M., & Metzger, S. (2024). YouTube vs. Lehrmittel – Lernwirksamkeit von Erklärvideos für den Naturwissenschaftsunterricht. Zeitschrift für Didaktik der Naturwissenschaften, 30, 6. https://doi.org/10.1007/s40573-024-00171-6
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Peer-reviewedLaurenzi, E., Mathys, A., & Martin, A. (2024). An LLM-aided Enterprise Knowledge Graph (EKG) engineering process. In R. Petrick & C. Geib (Eds.), Proceedings of the AAAI 2024 Spring Symposium Series: Vol. 3(1) (pp. 148–156). Stanford University. https://doi.org/10.1609/aaaiss.v3i1.31194
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Peer-reviewedBeutling, N., & Spahic, M. (2024). Personalised course recommender: Linking learning objectives and career goals through competencies. In R. Petrick & C. Geib (Eds.), Proceedings of the AAAI 2024 Spring Symposium Series: Vol. 3(1) (pp. 72–81). Stanford University. https://doi.org/10.1609/aaaiss.v3i1.31185
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Peer-reviewedJüngling, S., Kierans, G., Easa, S., & Wörner, D. (2024). Rethinking cars for sustainable mobility – Shared-autonomous vehicles and circularity. In H. Smuts & K. Hinkelmann (Eds.), Proceedings of the 2024 Conference Society 5.0 - Innovation for Sustainable and Inclusive Social Good (Vol. 2, pp. 90–105). Zenodo. https://doi.org/10.5281/zenodo.11617425
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Peer-reviewedBeuchat, G., Hinkelmann, K., & Spahic, M. (2024). Ontology-based course recommendation. In H. Smuts & K. Hinkelmann (Eds.), Proceedings of the 2024 Conference Society 5.0 - Innovation for Sustainable and Inclusive Social Good (Vol. 2, pp. 23–35). Zenodo. https://doi.org/10.5281/zenodo.11619278
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Peer-reviewedLaurenzi, E., Allan, J., Campos Macias-Hammel, N., & Stoller, S. (2024). An ontology-based meta-modelling approach for semantic-driven building management systems. In J. P. A. Almeida, C. Di Ciccio, & C. Kalloniatis (Eds.), Advanced information systems engineering workshops (pp. 200–211). Springer. https://doi.org/10.1007/978-3-031-61003-5_18
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Peer-reviewedMeyer, L., & Dannecker, A. (2024). Smart tools, smarter students. A study on ChatGPT’s effects on learning outcomes and exercise quality in business education. In L. Gómez Chova, C. González Martínez, & J. Lees (Eds.), INTED2024 Proceedings (pp. 2704–2713). IATED. https://doi.org/10.21125/inted.2024.0743
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Peer-reviewedMartin, A., Pande, C., Schwander, S., Ajuwon, A. J., & Pimmer, C. (2024). Domain-specific embeddings for question-answering systems. FAQs for health coaching. In R. Petrick & C. Geib (Eds.), Proceedings of the AAAI 2024 Spring Symposium Series (Vol. 3, pp. 175–179). Stanford University. https://doi.org/10.1609/aaaiss.v3i1.31197
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Peer-reviewedEhrenthal, J., Gachnang, P., Loran, L., Rahms, H., & Schenker, F. (2024). Integrating generative artificial intelligence into supply chain management education using the SCOR model. In J. P. A. Almeida, C. Di Ciccio, & C. Kalloniatis (Eds.), CAiSE 2024 International Workshops (pp. 59–71). Springer. https://doi.org/10.1007/978-3-031-61003-5_6
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Peer-reviewedHinkelmann, K., Afonina, V., & Montecchiari, D. (2024). Visualizing argumentation for research problem and research design. In M. Mandviwalla, M. Söllner, & T. Tuunanen (Eds.), Design science research for a resilient future (pp. 168–181). Springer. https://doi.org/10.1007/978-3-031-61175-9_12
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Peer-reviewedHinkelmann, K., Afonina, V., & Montecchiari, D. (2024). Enhancing research clarity. Ontology-based modeling of argumentation in RPML. In J. P. A. Almeida, C. Di Ciccio, & C. Kalloniatis (Eds.), Advanced information systems engineering workshops (pp. 85–96). Springer. https://doi.org/10.1007/978-3-031-61003-5_8
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Peer-reviewedDüggelin, W., & Laurenzi, E. (2024). A knowledge graph-based decision support system for resilient supply chain networks. In J. Araújo, J. L. de la Vara, M. Y. Santos, & S. Assar (Eds.), Research challenges in information science (Vol. 1, pp. 66–81). Springer. https://doi.org/10.1007/978-3-031-59465-6_5
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Peer-reviewedMäder, D., Spahic, M., & Witschel, H. F. (2024). Student performance prediction model based on course description and student similarity. In J. P. A. Almeida, C. Di Ciccio, & C. Kalloniatis (Eds.), Advanced information systems engineering workshops (pp. 97–108). Springer. https://doi.org/10.1007/978-3-031-61003-5_9
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Peer-reviewedDannecker, A. (2024). Automation of Kahoot! by the humanoid robot Pepper – the way Pepper can answer rudely. In L. Gómez Chova, C. González Martínez, & J. Lees (Eds.), INTED2024 Proceedings (pp. 3417–3425). International Academy of Technology, Education and Development (IATED). https://doi.org/10.21125/inted.2024.0908
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Peer-reviewedDannecker, A., & Meyer, L. (2024). Relevance of artificial inrelevance of artificial intelligence components in workflow-based student projects. In L. Gómez Chova, C. González Martínez, & J. Lees (Eds.), INTED2024 Proceedings (pp. 3442–3450). International Academy of Technology, Education and Development (IATED). https://doi.org/10.21125/inted.2024.0912
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Peer-reviewedScherb, C., Hadayah, A., Heitz, L., Grieder, H., & Asprion, P. (2024). CyMed: A framework for testing connected medical devices. In K. Hinkelmann & H. Smuts (Eds.), Society 5.0. 4th International Conference, Society 5.0 2024, Moka, Mauritius, June 26–28, 2024, Revised Selected Papers (pp. 293–304). Springer. https://doi.org/10.1007/978-3-031-71412-2_22
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Peer-reviewedJäger, J., Richter, S.-L., & Spasova, T. (2024). Using AI assistants in higher education: The role of critical thinking. In L. Gómez Chova, C. González Martínez, & J. Lees (Eds.), EDULEARN24 Proceedings (pp. 656–665). International Academy of Technology, Education and Development (IATED). https://doi.org/10.21125/edulearn.2024.0237
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Peer-reviewedMeyer, L., & Dannecker, A. (2024). Comparative analysis of generative AI models in educational exercise performance. In L. Gómez Chova, C. González Martínez, & J. Lees (Eds.), EDULEARN24 Proceedings (pp. 5181–5190). International Academy of Technology, Education and Development (IATED). https://doi.org/10.21125/edulearn.2024.1273
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Peer-reviewedDannecker, A., & Meyer, L. (2024). Quality and students’ perception of feedback generated by GPT-4 on a complex group task. In L. Gómez Chova, C. González Martínez, & J. Lees (Eds.), EDULEARN24 Proceedings (pp. 7127–7136). International Academy of Technology, Education and Development (IATED). https://doi.org/10.21125/edulearn.2024.1686
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Peer-reviewedSchneider, B., Ebai, F., Bächli, A., Elsasser, R., Peier, S., & Stanic, S. (2024). Quantum computing as uprising topic for business students in higher educational institutions. Proceedings from Future Education Conference 2024. Future Education Conference 2024 - Empowering Learners for Tomorrow. https://irf.fhnw.ch/handle/11654/48318
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Peer-reviewedGatziu Grivas, S., Hanne, T., Imhof, D., Bugmann, D., & Schmitter, P. (2024). An intelligent platform-based tool for the development of digital transformation strategies. Procedia Computer Science, 237, 344–353. https://doi.org/10.1016/j.procs.2024.05.114
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Peer-reviewedMartin, A., Witschel, H. F., Mandl, M., & Stockhecke, M. (2024). Semantic verification in large language model-based retrieval augmented generation. In R. Petrick & C. Geib (Eds.), Proceedings of the AAAI Symposium Series (Vol. 3, Issue 1, pp. 188–192). AAAI Press. https://doi.org/10.1609/aaaiss.v3i1.31199
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Peer-reviewedKaufmann, C., Schmiedel, T., & Christen, P. (2024). Using generative artificial intelligence in university teaching. In A. Abraham, A. Bajaj, T. Hanne, & T.-P. Hong (Eds.), Intelligent Systems Design and Applications (Vol. 2, pp. 360–370). Springer. https://doi.org/10.1007/978-3-031-64836-6_35
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Peer-reviewedMartin, A., Pande, C., Witschel, H. F., & Mathez, J. (2024). ChEdBot: designing a domain-specific conversational agent in a simulational learning environment using LLMs. In R. Petrick & C. Geib (Eds.), Proceedings of the AAAI Symposium Series (Vol. 3, Issue 1, pp. 180–187). AAAI Press. https://doi.org/10.1609/aaaiss.v3i1.31198
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Peer-reviewedRosenberg, M., Schneider, B., Scherb, C., & Asprion, P. (2024). EDO4SIEM – a procedure model for the implementation of security information and event management systems in organisations. International Journal on Computers Science and Information Systems, 19(1), 31–47. https://irf.fhnw.ch/handle/11654/48312
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Peer-reviewedResch, D., & Richter, S.-L. (2023). Führung im Zeitalter der künstlichen Intelligenz – Untersuchung der Einflüsse und Auswirkungen in international tätigen Versicherungsunternehmen. In R. Dornberger (ed.), Neue Trends in Wirtschaftsinformatik und eingesetzte Technologien. Digitale Innovation und digitale Transformation (pp. 333–347). Springer Vieweg. https://doi.org/10.1007/978-3-031-32538-0_21
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Peer-reviewedBadakshan, P., Scholta, H., Schmiedel, T., & Brocke, J. v. (2023). A measurement instrument for the “ten principles of good BPM”. Business Process Management Journal, 29(6), 1762–1790. https://doi.org/10.1108/BPMJ-08-2021-0549
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Peer-reviewedSchmiedel, T., Zhong, J., & Eyssel, F. (2023). Towards a wave approach for value sensitive design in social robotics. HRI ’23 Companion. Companion of the ACM/IEEE International Conference on Human-Robot Interaction, 592–596. https://doi.org/10.1145/3568294.3580154
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Dannecker, A., & Hertig, D. (2023). Gesichtserkennung und Wegfindung auf dem humanoiden Roboter Pepper als Ausgangspunkt für soziale Interaktion. In R. Dornberger (ed.), Neue Trends in Wirtschaftsinformatik und eingesetzte Technologien. Digitale Innovation und digitale Transformation (pp. 155–169). Springer. https://doi.org/10.1007/978-3-031-32538-0_10
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Peer-reviewedChester, L. A., Valmaggia, L., Kempton, M., Chesney, E., Oliver, D., Hedges, E., Klatsa, E., Stahl, D., van der Gaag, M., de Haan, L., Nelson, B., McGorry, P., Amminger, G. P., Riecher-Rössler, A., Studerus, E., Bressan, R., Barrantes-Vidal, N., Krebs, M.-O., Glenthøj, B., et al. (2023). Influence of cannabis use on incidence of psychosis in people at clinical high risk. Psychiatry and Clinical Neurosciences, 77(9), 469–477. https://doi.org/10.1111/pcn.13555
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Ehrenthal, J., Gruen, T. W., & Hofstetter, J. S. (2023). Service Dominant-Logic als Forschungsmethode. In R. Dornberger (ed.), Neue Trends in Wirtschaftsinformatik und eingesetzte Technologien. Digitale Innovation und digitale Transformation (pp. 301–316). Springer. https://doi.org/10.1007/978-3-031-32538-0_19
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Peer-reviewedWanke, P. F., Yazdi, A. K., Hanne, T., & Tan, Y. (2023). Unveiling drivers of sustainability in Chinese transport: an approach based on principal component analysis and neural networks. Transportation Planning and Technology, 46(5), 573–598. https://doi.org/10.1080/03081060.2023.2198517
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Dornberger, R., & Schwaferts, D. (2023). Digitale Innovation und digitale Business-Transformation im Zeitalter des digitalen Wandels. In R. Dornberger (ed.), Neue Trends in Wirtschaftsinformatik und eingesetzte Technologien (pp. 1–14). Springer Vieweg. https://doi.org/10.1007/978-3-031-32538-0_1
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Peer-reviewedAsprion, P., Gossner, P., & Schneider, B. (2023). Cybersecurity governance – An adapted practical framework for small enterprises. In T. X. Bui (Ed.), Proceedings of the 56th Hawaii International Conference on System Sciences (pp. 5928–5937). https://doi.org/10.26041/fhnw-7345
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Peer-reviewedMartin, A. (2023). AAAI-MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering. AI Magazine, 44(2), 204–205. https://doi.org/10.1002/aaai.12094
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Peer-reviewedEichele, S., Hinkelmann, K., & Spahic, M. (2023). Ontology-driven enhancement of process mining with domain knowledge. In A. Martin, H.-G. Fill, A. Gerber, K. Hinkelmann, D. Lenat, R. Stolle, & F. v. Harmelen (Eds.), Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023). Sun SITE, Informatik V, RWTH Aachen. https://doi.org/10.26041/fhnw-7371
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Witschel, H. F., Pande, C., Martin, A., Laurenzi, E., & Hinkelmann, K. (2023). Visualisierung von Mustern für hybrides Lernen und Reasoning mit menschlicher Beteiligung. In R. Dornberger (ed.), Neue Trends in Wirtschaftsinformatik und eingesetzte Technologien. Digitale Innovation und digitale Transformation (pp. 205–217). Springer. https://doi.org/10.1007/978-3-031-32538-0_13
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Peer-reviewedTelesko, R., Spahic, M., Hinkelmann, K., & Pande, C. (2023). A new approach for teaching programming: model-based agile programming (MBAD). ICIEI 2023. Proceedings of 2023 the 8th International Conference on Information and Education Innovations, 13–18. https://doi.org/10.1145/3594441.3594445
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Peer-reviewedDannecker, A., & Hertig, D. (2023). Automation of Kahoot! by the humanoid robot Pepper – Comparing results from classes – Robot vs. lecturers. In L. Gómez Chova, C. González Martínez, & J. Lees (Eds.), INTED2023 Proceedings (pp. 4361–4368). https://doi.org/10.21125/inted.2023.1154
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Peer-reviewedScherb, C., Heitz, L., Grimberg, F., Grieder, H., & Maurer, M. (2023). A cyber attack simulation for teaching cybersecurity. In A. Gerber & K. Hinkelmann (Eds.), Proceedings of Society 5.0 Conference 2023 (pp. 129–140). https://doi.org/10.29007/dkdw
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Efkarpidis, N., Geidl, M., Wache, H., Peter, M., & Adam, M. (2023). Technoeconomic review of smart metering applications. In D. Ould Abdeslam (Ed.), Smart meters. Artificial intelligence to support proactive management of energy consumption (pp. 173–216). Springer. https://doi.org/10.1007/978-3-031-27556-2_7
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Peer-reviewedJäger, J., Eisemann, C., & Pimmer, C. (2023). The role of gamification in the development of (fake) news literacy in higher education. In L. Gómez Chova, C. González Martínez, & J. Lees (Eds.), EDULEARN23. Proceedings (pp. 7800–7807). IATED. https://doi.org/10.21125/edulearn.2023.2028
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Telesko, R., & Jüngling, S. (2023). Ein menschlicher Eignungstest für objektorientierte Programmierung im Kontext von KI und maschinellem Lernen. In R. Dornberger (ed.), Neue Trends in Wirtschaftsinformatik und eingesetzte Technologien (pp. 103–118). Springer. https://doi.org/10.1007/978-3-031-32538-0_7
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Peer-reviewedHeimann, S., Imhof, D., & Gatziu Grivas, S. (2023). Towards a leadership model focusing on mistake making culture enhanced by collective intelligence. Proceedings of the 23th European Academy of Management EURAM Conference. European Academy of Management EURAM 2023 Conference. https://irf.fhnw.ch/handle/11654/43445
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Moriggl, P., Asprion, P., & Schneider, B. (2023). Blockchain und Datenschutz – Hyperledger Sawtooth im Fokus. In R. Dornberger (ed.), Neue Trends in Wirtschaftsinformatik und eingesetzte Technologien. Digitale Innovation und digitale Transformation (pp. 317–332). Springer. https://doi.org/10.1007/978-3-031-32538-0_20
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Ehrenthal, J., Hanne, T., Telesko, R., & Gachnang, P. (2023). Echtzeit Ressourcendisposition von Personal und Rollmaterial in der Eisenbahnbranche. Innosuisse. https://irf.fhnw.ch/handle/11654/43337
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Peer-reviewedSarfaraz, A. H., Yazdi, A. K., Hanne, T., & Hosseini, R. S. (2023). Decision support for technology transfer using fuzzy quality function deployment and a fuzzy inference system. Journal of Intelligent & Fuzzy Systems, 44(5), 7995–8014. https://doi.org/10.3233/jifs-222232
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Peer-reviewedBettega, K., Düggelin, W., Ehrenthal, J., & Ulrich, P. (2023). Innovating the digital product development toolchain with digital twins at Helbling Technik AG. Journal of Information Technology Teaching Cases. https://doi.org/10.1177/20438869231182450
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Peer-reviewedPustulka, E., & Spadola, A. (2023). Learning Java Loops and Control Structures by Moving a Ladybird. GSGS′23. 8th International Conference on Gamification & Serious Games, 70–73. https://irf.fhnw.ch/handle/11654/43467
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Peer-reviewedChristen, P. (2023). System Metamodelling of Open-Ended Evolution Implemented with Self-Modifying Code. Complex Systems, 32(4), 353–380. https://doi.org/10.25088/ComplexSystems.32.4.353
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Quade, M. H. (2023). Frictionless Commerce und Seamless Payment. In R. Dornberger (ed.), Neue Trends in Wirtschaftsinformatik und eingesetzte Technologien. Digitale Innovation und digitale Transformation (pp. 239–253). Springer. https://doi.org/10.1007/978-3-030-48332-6_15
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Peer-reviewedAlcantara, T. H. M., Krütli, D., Ravada, R., & Hanne, T. (2023). Multilingual text summarization for German texts using transformer models. Information, 14(6), 303. https://doi.org/10.3390/info14060303
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Witschel, H. F., Diwanji, P., & Hinkelmann, K. (2023). Ein dialogbasiertes Tutorsystem für projektbasiertes Lernen in der Wirtschaftsinformatikausbildung. In R. Dornberger (ed.), Neue Trends in Wirtschaftsinformatik und eingesetzte Technologien. Digitale Innovation und digitale Transformation (pp. 87–102). Springer. https://doi.org/10.1007/978-3-031-32538-0_6
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Schmiedel, T., Jäger, J., & Zhong, J. (2023). Soziale Roboter in organisatorischen Kontexten: Die Rolle von Kultur und zukünftiger Forschungsbedarf. In R. Dornberger (ed.), Neue Trends in Wirtschaftsinformatik und eingesetzte Technologien (pp. 173–188). Springer. https://doi.org/10.1007/978-3-031-32538-0_11
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Peer-reviewedSchiesser, L., Witschel, H. F., & de la Harpe, A. (2023). Uncovering cross-platform spreading patterns of fake news about COVID-19. In K. Hinkelmann & A. Gerber (Eds.), Proceedings of Society 5.0 Conference 2023. https://doi.org/10.26041/fhnw-10992
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Hanne, T., & Dornberger, R. (2023). Computational Intelligence in Logistik und Supply Chain Management. Springer Gabler. https://doi.org/10.1007/978-3-031-21452-3
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Peer-reviewedGachnang, P., Ehrenthal, J., Telesko, R., & Hanne, T. (2023). Determination of weights for multiobjective combinatorial optimization in incident management with an evolutionary algorithm. IEEE Access, 11, 138502–138514. https://doi.org/10.1109/ACCESS.2023.3339128
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Peer-reviewedFluri, J., Fornari, F., & Pustulka, E. (2023). Measuring the benefits of CI/CD practices for database application development. 2023 IEEE/ACM International Conference on Software and System Processes. ICSSP. Melbourne, Australia, 14-15 May 2023. Proceedings, 46–57. https://doi.org/10.1109/ICSSP59042.2023.00015
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Peer-reviewedSchneider, B., & Asprion, P. (2023). Peer instruction as teaching method in cybersecurity and data privacy. International Journal of Management, Knowledge and Learning, 12, 1–7. https://doi.org/10.53615/2232-5697.12.1-7
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Peer-reviewedMoriggl, P., Asprion, P., Schneider, B., & Scherb, C. (2023). Touching space: distributed ledger technology for tracking and tracing certificates. In T. X. Bui (Ed.), Proceedings of the 56th Hawaii International Conference on System Sciences (pp. 4306–4315). https://doi.org/10.26041/fhnw-7306
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Peer-reviewedDannecker, A., & Hanke, U. (2023). Students struggle in coming back to face-2-face teaching in evidence based good teaching settings. In L. Gómez Chova, C. González Martínez, & J. Lees (Eds.), INTED2023 Proceedings (pp. 4323–4329). IATED. https://doi.org/10.21125/inted.2023.1146
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Peer-reviewedGebhart, J., Schlick, S., & Marvell, A. (2023). Analysing barriers in the business ecosystem of European MaaS providers: an actor-network approach. In A. Gerber & K. Hinkelmann (Eds.), Proceedings of Society 5.0 Conference 2023 (pp. 68–81). https://doi.org/10.29007/7fm9
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Peer-reviewedAsprion, P., Giovanoli, C., Scherb, C., & Bhat, S. (2023). Agile management in cybersecurity. In A. Gerber & K. Hinkelmann (Eds.), Proceedings of Society 5.0 Conference 2023 (pp. 21–32). https://doi.org/10.29007/9fg8
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Peer-reviewedPande, C., Martin, A., & Pimmer, C. (2023). Towards hybrid dialog management strategies for a health coach chatbot. Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023). AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering. https://doi.org/10.26041/fhnw-7453
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Peer-reviewedDannecker, A. (2023). Business students invest their time in complex and challenging process digitalization tasks instead of preparing for the exam. In E. a. D. (. International Academy of Technology (Ed.), EDULEARN23 Proceedings (pp. 8461–8467). International Academy of Technology, Education and Development (IATED). https://doi.org/10.21125/edulearn.2023.2219
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Peer-reviewedAjripour, I., & Hanne, T. (2023). Using the fuzzy best worst method for evaluating strategic planning models. Processes, 11(4), 1284. https://doi.org/10.3390/pr11041284
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Peer-reviewedLi, X., Curiger, M., Dornberger, R., & Hanne, T. (2023). Optimized Computational Diabetes Prediction with Feature Selection Algorithms. 2023 - 7th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence. ISMSI, International Conference on Intelligent Systems, Metaheuristics and Swarm Intelligence. https://irf.fhnw.ch/handle/11654/48186
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Gatziu Grivas, S., Imhof, D., & Gachnang, P. (2023). Position paper - Hybrid artificial intelligence for realizing a leadership assistant for platform-based leadership consulting. In P. Soffer & M. Ruiz (Eds.), Advanced information systems engineering workshops: CAiSE 2023 international workshops, Zaragoza, Spain, June 12-16, 2023, proceedings (pp. 36–42). Springer. https://doi.org/10.1007/978-3-031-34985-0_4
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Peer-reviewedJäger, J., Korkut, S., Inglese, T., & Schmiedel, T. (2023). Introducing case study audio podcasts in business and information systems studies. In L. Gómez Chova, C. González Martínez, & J. Lees (Eds.), EDULEARN23. Conference proceedings. 15th International Conference on Education and New Learning Technologies, Palma (Spain), 3rd-5th of July, 2023 (pp. 4097–4105). https://doi.org/10.21125/edulearn.2023.1098
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Peer-reviewedSahebi, H., Khodoomi, M. R., Seif, M., Pishvaee, M., & Hanne, T. (2023). The benefits of peer-to-peer renewable energy trading and battery storage backup for local grid. Journal of Energy Storage, 63, 106970. https://doi.org/10.1016/j.est.2023.106970
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Peer-reviewedSchneider, B., Asprion, P., Misyura, I., Jonkers, N., & Zaugg, E. (2023). Persona-oriented data protection impact assessment for small businesses. Proceedings of Society 5.0 Conference 2023, 152–163. https://doi.org/10.29007/5lfs
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Peer-reviewedLe Cunff, E., & Schlick, S. (2023). A system of customer co-creation for new product development of digital products with a pilot study of the Swiss media industry. In A. Gerber & K. Hinkelmann (Eds.), Proceedings of Society 5.0 Conference 2023. https://doi.org/10.29007/p7mp
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Peer-reviewedEspona, L., Vichalkovski, A., Steingartner, W., & Pustulka, E. (2023). Automatic indexing for MongoDB. In A. Abelló, P. Vassiliadis, O. Romero, R. Wrembel, F. Bugiotti, J. Gamper, G. Vargas Solar, & E. Zumpano (Eds.), New trends in database and information systems. ADBIS 2023 short Papers, doctoral consortium and workshops: AIDMA, DOING, K-Gals, MADEISD, PeRS, Barcelona, Spain, September 4–7, 2023, roceedings (pp. 535–543). Springer. https://doi.org/10.1007/978-3-031-42941-5_46
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Peer-reviewedDuhan, R., Pande, C., & Martin, A. (2023). A flexible, extendable and adaptable model to support AI coaching. In K. Hinkelmann, F. J. López-Pellicer, & A. Polini (Eds.), Perspectives in business informatics research (pp. 172–187). Springer. https://doi.org/10.1007/978-3-031-43126-5_13
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Peer-reviewedWolter, J., & Hanne, T. (2023). Prediction of service time for home delivery services using machine learning. Soft Computing, 28, 5045–5056. https://doi.org/10.1007/s00500-023-09220-7
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Peer-reviewedBendel, O., Puljic, A., Heiz, R., Tömen, F., & De Paola, I. (2023). Increasing well-being through robotic hugs. In T. Kido & K. Takadama (Eds.), Post-event Proceedings of the AAAI Spring Symposium: Socially Responsible AI for Well-being (AAAI-SRAI 2023) (pp. 63–72). https://doi.org/10.26041/fhnw-7470
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Peer-reviewedYazdi, A. K., Muneeb, F. M., Wanke, P. F., Hanne, T., & Ali, A. (2023). How, when, & where temporary hospitals fit in turbulent times: a hybrid MADM optimization in the middle east. Computers & Industrial Engineering, 175, 108761. https://doi.org/10.1016/j.cie.2022.108761
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Peer-reviewedDannecker, A. (2023). Business atudents invest their time in complex and challenging process digitalization tasks instead of preparing for the exam. EDULEARN23. Conference Proceedings, 8461–8467. https://doi.org/10.21125/edulearn.2023.2219
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Peer-reviewedAsprion, P., Grieder, H., & Grimberg, F. (2023). Building digital trust to protect whistleblowers - A blockchain-based reporting channel. Proceedings of the 56th Hawaii International Conference on System Sciences, 4328–4337. https://doi.org/10.26041/fhnw-7360
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Peer-reviewedRordorf, D. H.-P., Käser, J., Crego Corot, A. E., & Laurenzi, E. (2023). A hybrid intelligent approach combining machine learning and a knowledge graph to support academic journal publishers addressing the Reviewer Assignment Problem (RAP). In A. Martin, H.-G. Fill, A. Gerber, K. Hinkelmann, D. Lenat, R. Stolle, & F. Harmelen (Eds.), Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023) (pp. 1–19). Sun SITE, Informatik V, RWTH Aachen. https://doi.org/10.26041/fhnw-11149
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Peer-reviewedSchmid, C., Laurenzi, E., Michelucci, U., & Venturini, F. (2023). Explainable AI for the olive oil industry. In K. Hinkelmann, F. J. López-Pellicer, & A. Polini (Eds.), Proceedings of the 22nd International Conference on Business Informatics Research, BIR 2023 (pp. 158–171). Springer. https://doi.org/10.1007/978-3-031-43126-5_12
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Peer-reviewedMancuso, M. C., & Laurenzi, E. (2023). An approach for knowledge graphs-based user stories in agile methodologies. In K. Hinkelmann, F. J. López-Pellicer, & A. Polini (Eds.), Perspectives in Business Informatics Research. BIR 2023 (pp. 133–141). Springer. https://doi.org/10.1007/978-3-031-43126-5_10
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Peer-reviewedFedeli, A., Beutling, N., Laurenzi, E., & Polini, A. (2023). Comparison of general-purpose and domain-specific modeling languages in the IoT domain: A case study from the OMiLAB community. In A. Morichetta, R. A. Buchmann, K. Sandkuhl, U. Seigerroth, M. Kirikova, C. Møller, P. Forbrig, A. Gutschmidt, A.-M. Ghiran, A. Marcelletti, F. Härer, B. Re, & B. Johansson (Eds.), Joint Proceedings of the BIR 2023 Workshops and Doctoral Consortium co-located with 22nd International Conference on Perspectives in Business Informatics Research (BIR 2023) (pp. 145–157). Sun SITE, Informatik V, RWTH Aachen. https://doi.org/10.26041/fhnw-11146
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Peer-reviewedLaurenzi, E. (2023). A methodological approach for ontology-based meta-modelling. In A. Morichetta, R. A. Buchmann, K. Sandkuhl, U. Seigerroth, M. Kirikova, C. Møller, P. Forbrig, A. Gutschmidt, A.-M. Ghiran, A. Marcelletti, F. Härer, B. Re, & B. Johansson (Eds.), Joint Proceedings of the BIR 2023 Workshops and Doctoral Consortium co-located with 22nd International Conference on Perspectives in Business Informatics Research (BIR 2023) (pp. 55–64). Sun SITE, Informatik V, RWTH Aachen. https://doi.org/10.26041/fhnw-11145
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Peer-reviewedAfonina, V., Hinkelmann, K., & Montecchiari, D. (2023). Enriching enterprise architecture models with healthcare domain knowledge. Advanced Information Systems Engineering Workshops. CAiSE 2023 International Workshops, 17–28. https://doi.org/10.1007/978-3-031-34985-0_2
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Peer-reviewedBaumann, F., Hinkelmann, K., & Montecchiari, D. (2023). Supporting reuse of business process models by semantic annotation. Advanced Information Systems Engineering Workshops. CAiSE 2023 International Workshops, 29–35. https://doi.org/10.1007/978-3-031-34985-0_3
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Peer-reviewedHeiniger, N., Massaro, G., Hanne, T., & Dornberger, R. (2023). Solving the nurse scheduling problem in crisis situations applying a genetic algorithm. 2023 10th International Conference on Soft Computing & Machine Intelligence (ISCMI 2023), 65–71. https://doi.org/10.1109/ISCMI59957.2023.10458617
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Peer-reviewedWitschel, H. F., Laurenzi, E., Jüngling, S., Kadvany, Y., & Trojan, A. (2023). An early warning system that combines machine learning and a rule-based approach for the prediction of cancer patients’ unplanned visits. In A. Martin, H.-G. Fill, A. Gerber, K. Hinkelmann, D. Lenat, R. Stolle, & F. van Harmelen (Eds.), Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023). Sun SITE Central Europe. https://irf.fhnw.ch/handle/11654/48276
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Peer-reviewedMontecchiari, D., & Hinkelmann, K. (2023). Validating enterprise architecture principles using derivation rules and domain knowledge. In K. Hinkelmann, F. J. López-Pellicer, & A. Polini (Eds.), Perspectives in Business Informatics Research. 22nd International Conference on Business Informatics Research, BIR 2023, Ascoli Piceno, Italy, September 13–15, 2023, Proceedings (pp. 244–259). Springer. https://doi.org/10.1007/978-3-031-43126-5_18
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Peer-reviewedCrego, A., Hanne, T., & Dornberger, R. (2023). Multiobjective optimization of airline crew management with a genetic algorithm. In A. Abraham, A. Bajaj, N. Gandhi, A. M. Madureira, & C. Kahraman (Eds.), Innovations in Bio-Inspired Computing and Applications. Proceedings of the 13th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2022) Held During December 15-17, 2022 (pp. 109–119). Springer. https://doi.org/10.1007/978-3-031-27499-2_10
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Peer-reviewedSchöpflin, T., Zimmerli, P., Dornberger, R., & Hanne, T. (2023). Weighted pathfinding in the paparazzi problem with dynamic obstacles. In A. Abraham, S. Pllana, G. Casalino, K. Ma, & A. Bajaj (Eds.), Intelligent Systems Design and Application. 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) (Vol. 1, pp. 85–95). Springer. https://doi.org/10.1007/978-3-031-27440-4_9
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Peer-reviewedSuter, L. D., Meyer, D., Hanne, T., & Dornberger, R. (2023). A genetic algorithm considering earth curvature to plan a flight route of minimal distance. 2023 10th International Conference on Soft Computing & Machine Intelligence (ISCMI), 59–64. https://doi.org/10.1109/ISCMI59957.2023.10458489
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Peer-reviewedKierans, G., Jüngling, S., & Schütz, D. (2023). A first step towards a “smart city brain” for sustainable development - turning experiences of two cities into replicable processes. In A. Gerber & K. Hinkelmann (Eds.), Proceedings of Society 5.0 Conference 2023 (pp. 82–96). https://doi.org/10.29007/zrbr
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Peer-reviewedMiccoli, A., Hanne, T., & Dornberger, R. (2023). Analyzing the computing time to solve single row facility layout problems by simulated annealing in a Python framework. Proceedings of the 2023 7th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence, 66–72. https://doi.org/10.1145/3596947.3596953
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Peer-reviewedRuf, Y., Hanne, T., & Dornberger, R. (2023). Classification of brand images using convolutional neural networks. In A. Abraham, T. Hanne, N. Gandhi, P. M. Mishra, A. Bajaj, & P. Siarry (Eds.), Proceedings of the 14th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2022) (pp. 528–539). Springer. https://doi.org/10.1007/978-3-031-27524-1_50
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Peer-reviewedUnternährer, C., Hinkelmann, K., & Schlick, S. (2023). Semantically annotated learning paths (A. Morichetta, R. A. Buchmann, K. Sandkuhl, U. Seigerroth, M. Kirikova, C. Møller, P. Forbrig, A. Gutschmidt, A.-M. Ghiran, A. Marcelletti, F. Härer, B. Re, B. Johansson, & Joint Proceedings of the BIR 2023 Workshops and Doctoral Consortium co-located with 22nd International Conference on Perspectives in Business Informatics Research (BIR 2023), Eds.; pp. 122–130). https://doi.org/10.26041/fhnw-10942
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Peer-reviewedBendel, O., & Peier, L. (2023). How can bar robots enhance the well-being of guests? In T. Kido & K. Takadama (Eds.), Post-event Proceedings of the AAAI Spring Symposium: Socially Responsible AI for Well-being (AAAI-SRAI 2023). AAAI Press. https://doi.org/10.26041/fhnw-7471
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Keine peer-reviewed Inhalte verfügbar
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Peer-reviewedWörner, D., & Holzapfel, A. (2024, April 29). Can GenAI be used as co-author to explain SCM concepts. A framework and numerical evidence. 34th Annual POMS Conference. https://irf.fhnw.ch/handle/11654/48283
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Peer-reviewedRosenberg, M., Schneider, B., Scherb, C., & Asprion, P. M. (2023, October 21). Security information and event management EDO4SIEM. A generic model for evaluation, deployment and operation. 20th International Conference Applied Computing 2023. https://irf.fhnw.ch/handle/11654/48247