[{"type":"conference","publication":"Proceedings of the 8th Workshop on Formal and Cognitive Reasoning co-located with the 45th German Conference on Artificial Intelligence (KI 2022), Virtual Event, Trier, Germany, September 19, 2022","status":"public","editor":[{"last_name":"Beierle","full_name":"Beierle, Christoph","first_name":"Christoph"},{"full_name":"Ragni, Marco","last_name":"Ragni","first_name":"Marco"},{"first_name":"Frieder","last_name":"Stolzenburg","full_name":"Stolzenburg, Frieder"},{"first_name":"Kai","full_name":"Sauerwald, Kai","last_name":"Sauerwald"},{"first_name":"Matthias","last_name":"Thimm","full_name":"Thimm, Matthias"}],"user_id":"15504","series_title":"CEUR Workshop Proceedings","department":[{"_id":"888"}],"_id":"52922","language":[{"iso":"eng"}],"citation":{"ama":"Peñaloza R, Turhan A-Y. User-aware Explications of Ontology Consequences: Levelling Technicality. In: Beierle C, Ragni M, Stolzenburg F, Sauerwald K, Thimm M, eds. <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning Co-Located with the 45th German Conference on Artificial Intelligence (KI 2022), Virtual Event, Trier, Germany, September 19, 2022</i>. Vol 3242. CEUR Workshop Proceedings. CEUR-WS.org; 2022:90–101.","chicago":"Peñaloza, Rafael, and Anni-Yasmin Turhan. “User-Aware Explications of Ontology Consequences: Levelling Technicality.” In <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning Co-Located with the 45th German Conference on Artificial Intelligence (KI 2022), Virtual Event, Trier, Germany, September 19, 2022</i>, edited by Christoph Beierle, Marco Ragni, Frieder Stolzenburg, Kai Sauerwald, and Matthias Thimm, 3242:90–101. CEUR Workshop Proceedings. CEUR-WS.org, 2022.","ieee":"R. Peñaloza and A.-Y. Turhan, “User-aware Explications of Ontology Consequences: Levelling Technicality,” in <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning co-located with the 45th German Conference on Artificial Intelligence (KI 2022), Virtual Event, Trier, Germany, September 19, 2022</i>, 2022, vol. 3242, pp. 90–101.","short":"R. Peñaloza, A.-Y. Turhan, in: C. Beierle, M. Ragni, F. Stolzenburg, K. Sauerwald, M. Thimm (Eds.), Proceedings of the 8th Workshop on Formal and Cognitive Reasoning Co-Located with the 45th German Conference on Artificial Intelligence (KI 2022), Virtual Event, Trier, Germany, September 19, 2022, CEUR-WS.org, 2022, pp. 90–101.","mla":"Peñaloza, Rafael, and Anni-Yasmin Turhan. “User-Aware Explications of Ontology Consequences: Levelling Technicality.” <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning Co-Located with the 45th German Conference on Artificial Intelligence (KI 2022), Virtual Event, Trier, Germany, September 19, 2022</i>, edited by Christoph Beierle et al., vol. 3242, CEUR-WS.org, 2022, pp. 90–101.","bibtex":"@inproceedings{Peñaloza_Turhan_2022, series={CEUR Workshop Proceedings}, title={User-aware Explications of Ontology Consequences: Levelling Technicality}, volume={3242}, booktitle={Proceedings of the 8th Workshop on Formal and Cognitive Reasoning co-located with the 45th German Conference on Artificial Intelligence (KI 2022), Virtual Event, Trier, Germany, September 19, 2022}, publisher={CEUR-WS.org}, author={Peñaloza, Rafael and Turhan, Anni-Yasmin}, editor={Beierle, Christoph and Ragni, Marco and Stolzenburg, Frieder and Sauerwald, Kai and Thimm, Matthias}, year={2022}, pages={90–101}, collection={CEUR Workshop Proceedings} }","apa":"Peñaloza, R., &#38; Turhan, A.-Y. (2022). User-aware Explications of Ontology Consequences: Levelling Technicality. In C. Beierle, M. Ragni, F. Stolzenburg, K. Sauerwald, &#38; M. Thimm (Eds.), <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning co-located with the 45th German Conference on Artificial Intelligence (KI 2022), Virtual Event, Trier, Germany, September 19, 2022</i> (Vol. 3242, pp. 90–101). CEUR-WS.org."},"page":"90–101","intvolume":"      3242","year":"2022","date_created":"2024-03-26T10:53:53Z","author":[{"last_name":"Peñaloza","full_name":"Peñaloza, Rafael","first_name":"Rafael"},{"last_name":"Turhan","full_name":"Turhan, Anni-Yasmin","id":"104470","first_name":"Anni-Yasmin"}],"volume":3242,"date_updated":"2024-10-14T08:04:50Z","publisher":"CEUR-WS.org","title":"User-aware Explications of Ontology Consequences: Levelling Technicality"},{"title":"Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping","doi":"10.3390/en15145215","publisher":"MDPI AG","date_updated":"2024-10-17T08:46:23Z","date_created":"2023-10-11T08:13:13Z","author":[{"first_name":"Godiana Hagile","last_name":"Philipo","full_name":"Philipo, Godiana Hagile","id":"88505"},{"first_name":"Josephine Nakato","id":"88649","full_name":"Kakande, Josephine Nakato","last_name":"Kakande"},{"last_name":"Krauter","orcid":"0000-0002-3594-260X","id":"28836","full_name":"Krauter, Stefan","first_name":"Stefan"}],"volume":15,"year":"2022","citation":{"chicago":"Philipo, Godiana Hagile, Josephine Nakato Kakande, and Stefan Krauter. “Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping.” <i>Energies</i> 15, no. 14 (2022). <a href=\"https://doi.org/10.3390/en15145215\">https://doi.org/10.3390/en15145215</a>.","ieee":"G. H. Philipo, J. N. Kakande, and S. Krauter, “Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping,” <i>Energies</i>, vol. 15, no. 14, Art. no. 5215, 2022, doi: <a href=\"https://doi.org/10.3390/en15145215\">10.3390/en15145215</a>.","ama":"Philipo GH, Kakande JN, Krauter S. Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping. <i>Energies</i>. 2022;15(14). doi:<a href=\"https://doi.org/10.3390/en15145215\">10.3390/en15145215</a>","apa":"Philipo, G. H., Kakande, J. N., &#38; Krauter, S. (2022). Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping. <i>Energies</i>, <i>15</i>(14), Article 5215. <a href=\"https://doi.org/10.3390/en15145215\">https://doi.org/10.3390/en15145215</a>","mla":"Philipo, Godiana Hagile, et al. “Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping.” <i>Energies</i>, vol. 15, no. 14, 5215, MDPI AG, 2022, doi:<a href=\"https://doi.org/10.3390/en15145215\">10.3390/en15145215</a>.","short":"G.H. Philipo, J.N. Kakande, S. Krauter, Energies 15 (2022).","bibtex":"@article{Philipo_Kakande_Krauter_2022, title={Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping}, volume={15}, DOI={<a href=\"https://doi.org/10.3390/en15145215\">10.3390/en15145215</a>}, number={145215}, journal={Energies}, publisher={MDPI AG}, author={Philipo, Godiana Hagile and Kakande, Josephine Nakato and Krauter, Stefan}, year={2022} }"},"intvolume":"        15","publication_status":"published","publication_identifier":{"issn":["1996-1073"]},"issue":"14","article_number":"5215","keyword":["Energy (miscellaneous)","Energy Engineering and Power Technology","Renewable Energy","Sustainability and the Environment","Electrical and Electronic Engineering","Control and Optimization","Engineering (miscellaneous)","Building and Construction"],"language":[{"iso":"eng"}],"_id":"47961","user_id":"16148","department":[{"_id":"53"}],"abstract":[{"lang":"eng","text":"<jats:p>Due to failures or even the absence of an electricity grid, microgrid systems are becoming popular solutions for electrifying African rural communities. However, they are heavily stressed and complex to control due to their intermittency and demand growth. Demand side management (DSM) serves as an option to increase the level of flexibility on the demand side by scheduling users’ consumption patterns profiles in response to supply. This paper proposes a demand-side management strategy based on load shifting and peak clipping. The proposed approach was modelled in a MATLAB/Simulink R2021a environment and was optimized using the artificial neural network (ANN) algorithm. Simulations were carried out to test the model’s efficacy in a stand-alone PV-battery microgrid in East Africa. The proposed algorithm reduces the peak demand, smoothing the load profile to the desired level, and improves the system’s peak to average ratio (PAR). The presence of deferrable loads has been considered to bring more flexible demand-side management. Results promise decreases in peak demand and peak to average ratio of about 31.2% and 7.5% through peak clipping. In addition, load shifting promises more flexibility to customers.</jats:p>"}],"status":"public","type":"journal_article","publication":"Energies"},{"title":"Minificciones","language":[{"iso":"ger"}],"date_updated":"2024-10-21T12:34:59Z","publisher":"Friedrich Verlag","_id":"54978","user_id":"82909","date_created":"2024-07-02T15:13:14Z","year":"2022","editor":[{"id":"82909","full_name":"del Valle, Victoria","last_name":"del Valle","first_name":"Victoria"}],"citation":{"ama":"del Valle V, Der Fremdsprachliche Unterricht Spanisch, eds. <i>Minificciones</i>. Friedrich Verlag; 2022.","ieee":"V. del Valle and Der Fremdsprachliche Unterricht Spanisch, Eds., <i>Minificciones</i>. Friedrich Verlag, 2022.","chicago":"Valle, Victoria del, and Der Fremdsprachliche Unterricht Spanisch, eds. <i>Minificciones</i>. <i>Der fremdsprachliche Unterricht Spanisch</i>. Friedrich Verlag, 2022.","apa":"Minificciones. (2022). In V. del Valle &#38; Der Fremdsprachliche Unterricht Spanisch (Eds.), <i>Der fremdsprachliche Unterricht Spanisch</i>. Friedrich Verlag.","bibtex":"@book{del Valle_Der Fremdsprachliche Unterricht Spanisch_2022, title={Minificciones}, journal={Der fremdsprachliche Unterricht Spanisch}, publisher={Friedrich Verlag}, year={2022} }","mla":"del Valle, Victoria, and Der Fremdsprachliche Unterricht Spanisch, editors. “Minificciones.” <i>Der fremdsprachliche Unterricht Spanisch</i>, Friedrich Verlag, 2022.","short":"V. del Valle, Der Fremdsprachliche Unterricht Spanisch, eds., Minificciones, Friedrich Verlag, 2022."},"status":"public","corporate_editor":["Der Fremdsprachliche Unterricht Spanisch"],"publication_status":"published","publication_identifier":{"issn":["1611-6510"]},"type":"journal_editor","publication":"Der fremdsprachliche Unterricht Spanisch"},{"user_id":"82909","_id":"54904","language":[{"iso":"fre"}],"type":"book_editor","status":"public","editor":[{"last_name":"del Valle","id":"82909","full_name":"del Valle, Victoria","first_name":"Victoria"}],"date_created":"2024-06-26T12:08:52Z","publisher":"Universität Paderborn","date_updated":"2024-10-21T12:23:12Z","doi":"10.17619/UNIPB/1-1602","title":"\"Antigone\" de Jean Anouilh: Projects de théâtre pour une pédagogie performative","publication_status":"published","citation":{"apa":"del Valle, V. (Ed.). (2022). <i>“Antigone” de Jean Anouilh: Projects de théâtre pour une pédagogie performative</i>. Universität Paderborn. <a href=\"https://doi.org/10.17619/UNIPB/1-1602\">https://doi.org/10.17619/UNIPB/1-1602</a>","short":"V. del Valle, ed., “Antigone” de Jean Anouilh: Projects de théâtre pour une pédagogie performative, Universität Paderborn, 2022.","mla":"del Valle, Victoria, editor. <i>“Antigone” de Jean Anouilh: Projects de théâtre pour une pédagogie performative</i>. Universität Paderborn, 2022, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1602\">10.17619/UNIPB/1-1602</a>.","bibtex":"@book{del Valle_2022, title={“Antigone” de Jean Anouilh: Projects de théâtre pour une pédagogie performative}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1602\">10.17619/UNIPB/1-1602</a>}, publisher={Universität Paderborn}, year={2022} }","ieee":"V. del Valle, Ed., <i>“Antigone” de Jean Anouilh: Projects de théâtre pour une pédagogie performative</i>. Universität Paderborn, 2022.","chicago":"Valle, Victoria del, ed. <i>“Antigone” de Jean Anouilh: Projects de théâtre pour une pédagogie performative</i>. Universität Paderborn, 2022. <a href=\"https://doi.org/10.17619/UNIPB/1-1602\">https://doi.org/10.17619/UNIPB/1-1602</a>.","ama":"del Valle V, ed. <i>“Antigone” de Jean Anouilh: Projects de théâtre pour une pédagogie performative</i>. Universität Paderborn; 2022. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1602\">10.17619/UNIPB/1-1602</a>"},"year":"2022"},{"publication":"Proceedings of the 8th Workshop on Formal and Cognitive Reasoning","file":[{"creator":"doba2","date_created":"2024-10-31T09:59:46Z","date_updated":"2024-10-31T09:59:46Z","file_name":"paper8.pdf","file_id":"56846","access_level":"closed","file_size":261528,"content_type":"application/pdf","relation":"main_file","success":1}],"abstract":[{"text":"This paper presents preliminary work on the formalization of three prominent cognitive biases in the diagnostic reasoning process over epileptic seizures, psychogenic seizures and syncopes. Diagnostic reasoning is understood as iterative exploration of medical evidence. This exploration is represented as a partially observable Markov decision process where the state (i.e., the correct diagnosis) is uncertain. Observation likelihoods and belief updates are computed using a Bayesian network which defines the interrelation between medical risk factors, diagnoses and potential findings. The decision problem is solved via partially observable upper confidence bounds for trees in Monte-Carlo planning. We compute a biased diagnostic exploration policy by altering the generated state transition, observation and reward during look ahead simulations. The resulting diagnostic policies reproduce reasoning errors which have only been described informally in the medical literature. We plan to use this formal representation in the future to inversely detect and classify biased reasoning in actual diagnostic trajectories obtained from physicians.","lang":"eng"}],"language":[{"iso":"eng"}],"ddc":["000"],"keyword":["Diagnostic reasoning","Cognitive bias","Cognitive model","POMDP","Bayesian network","Epilepsy","CDSS"],"quality_controlled":"1","year":"2022","date_created":"2024-02-14T09:06:04Z","title":"Formalizing cognitive biases in medical diagnostic reasoning","type":"conference","status":"public","user_id":"91864","department":[{"_id":"660"}],"project":[{"_id":"128","name":"TRR 318 - C5: TRR 318 - Subproject C5"}],"_id":"51343","file_date_updated":"2024-10-31T09:59:46Z","has_accepted_license":"1","citation":{"short":"D. Battefeld, S. Kopp, in: Proceedings of the 8th Workshop on Formal and Cognitive Reasoning, 2022.","bibtex":"@inproceedings{Battefeld_Kopp_2022, title={Formalizing cognitive biases in medical diagnostic reasoning}, booktitle={Proceedings of the 8th Workshop on Formal and Cognitive Reasoning}, author={Battefeld, Dominik and Kopp, Stefan}, year={2022} }","mla":"Battefeld, Dominik, and Stefan Kopp. “Formalizing Cognitive Biases in Medical Diagnostic Reasoning.” <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning</i>, 2022.","apa":"Battefeld, D., &#38; Kopp, S. (2022). Formalizing cognitive biases in medical diagnostic reasoning. <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning</i>. 8th Workshop on Formal and Cognitive Reasoning (FCR), Trier.","ieee":"D. Battefeld and S. Kopp, “Formalizing cognitive biases in medical diagnostic reasoning,” presented at the 8th Workshop on Formal and Cognitive Reasoning (FCR), Trier, 2022.","chicago":"Battefeld, Dominik, and Stefan Kopp. “Formalizing Cognitive Biases in Medical Diagnostic Reasoning.” In <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning</i>, 2022.","ama":"Battefeld D, Kopp S. Formalizing cognitive biases in medical diagnostic reasoning. In: <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning</i>. ; 2022."},"author":[{"last_name":"Battefeld","orcid":"0000-0002-5480-0594","id":"91864","full_name":"Battefeld, Dominik","first_name":"Dominik"},{"full_name":"Kopp, Stefan","last_name":"Kopp","first_name":"Stefan"}],"date_updated":"2024-10-31T10:00:01Z","conference":{"location":"Trier","end_date":"2022-09-23","start_date":"2022-09-19 ","name":"8th Workshop on Formal and Cognitive Reasoning (FCR)"}},{"department":[{"_id":"174"},{"_id":"320"}],"user_id":"41891","_id":"56470","language":[{"iso":"ger"}],"type":"book","status":"public","date_created":"2024-10-09T12:20:55Z","author":[{"first_name":"Hilke","id":"41891","full_name":"Teubert, Hilke","last_name":"Teubert"},{"full_name":"Zobe, Christina","last_name":"Zobe","first_name":"Christina"}],"publisher":"Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/","date_updated":"2024-11-05T08:05:29Z","title":"Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert & Friends","citation":{"mla":"Teubert, Hilke, and Christina Zobe. <i>Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>. Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/, 2022.","short":"H. Teubert, C. Zobe, Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends, Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/, 2022.","bibtex":"@book{Teubert_Zobe_2022, title={Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends}, publisher={Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/}, author={Teubert, Hilke and Zobe, Christina}, year={2022} }","apa":"Teubert, H., &#38; Zobe, C. (2022). <i>Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>. Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/.","ieee":"H. Teubert and C. Zobe, <i>Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>. Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/, 2022.","chicago":"Teubert, Hilke, and Christina Zobe. <i>Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>. Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/, 2022.","ama":"Teubert H, Zobe C. <i>Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>. Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/; 2022."},"year":"2022"},{"type":"book","status":"public","user_id":"41891","department":[{"_id":"174"},{"_id":"320"}],"_id":"56446","language":[{"iso":"ger"}],"citation":{"mla":"Teubert, Hilke. <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>. Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/, 2022.","short":"H. Teubert, 8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht, Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/, 2022.","bibtex":"@book{Teubert_2022, title={8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht}, publisher={Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/}, author={Teubert, Hilke}, year={2022} }","apa":"Teubert, H. (2022). <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>. Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/.","chicago":"Teubert, Hilke. <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>. Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/, 2022.","ieee":"H. Teubert, <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>. Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/, 2022.","ama":"Teubert H. <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>. Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/; 2022."},"year":"2022","author":[{"first_name":"Hilke","last_name":"Teubert","id":"41891","full_name":"Teubert, Hilke"}],"date_created":"2024-10-09T10:35:29Z","date_updated":"2024-11-05T08:03:00Z","publisher":"Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/","title":"8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht"},{"title":"Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn","author":[{"id":"41891","full_name":"Teubert, Hilke","last_name":"Teubert","first_name":"Hilke"}],"date_created":"2024-10-09T10:44:42Z","publisher":"Feldhaus Verlag","date_updated":"2024-11-05T10:30:24Z","citation":{"chicago":"Teubert, Hilke. “Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn.” In <i>Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020</i>, edited by Andrea Menze-Sonneck and Pia Maria Vinken, 111–19. Feldhaus Verlag, 2022.","ieee":"H. Teubert, “Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn,” in <i>Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020</i>, A. Menze-Sonneck and P. M. Vinken, Eds. Feldhaus Verlag, 2022, pp. 111–119.","ama":"Teubert H. Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn. In: Menze-Sonneck A, Vinken PM, eds. <i>Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020</i>. Feldhaus Verlag; 2022:111-119.","apa":"Teubert, H. (2022). Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn. In A. Menze-Sonneck &#38; P. M. Vinken (Eds.), <i>Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020</i> (pp. 111–119). Feldhaus Verlag.","bibtex":"@inbook{Teubert_2022, title={Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn}, booktitle={Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020}, publisher={Feldhaus Verlag}, author={Teubert, Hilke}, editor={Menze-Sonneck, Andrea and Vinken, Pia Maria}, year={2022}, pages={111–119} }","short":"H. Teubert, in: A. Menze-Sonneck, P.M. Vinken (Eds.), Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020, Feldhaus Verlag, 2022, pp. 111–119.","mla":"Teubert, Hilke. “Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn.” <i>Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020</i>, edited by Andrea Menze-Sonneck and Pia Maria Vinken, Feldhaus Verlag, 2022, pp. 111–19."},"page":"111-119","year":"2022","language":[{"iso":"ger"}],"user_id":"41891","department":[{"_id":"174"},{"_id":"320"}],"_id":"56447","status":"public","editor":[{"last_name":"Menze-Sonneck","full_name":"Menze-Sonneck, Andrea","first_name":"Andrea"},{"first_name":"Pia Maria","last_name":"Vinken","full_name":"Vinken, Pia Maria"}],"type":"book_chapter","publication":"Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020"},{"place":"Darmstadt ","year":"2022","page":"104-111","citation":{"ama":"Prietzel M. Der König im Krieg. Die Schlachten von Dürnkrut und Göllheim. In: <i>Die Habsburger Im Mittelalter. Aufstieg Einer Dynastie, Hg. von Alexander Schubert</i>. ; 2022:104-111.","ieee":"M. Prietzel, “Der König im Krieg. Die Schlachten von Dürnkrut und Göllheim,” in <i>Die Habsburger im Mittelalter. Aufstieg einer Dynastie, hg. von Alexander Schubert</i>, Darmstadt , 2022, pp. 104–111.","chicago":"Prietzel, Malte. “Der König Im Krieg. Die Schlachten von Dürnkrut Und Göllheim.” In <i>Die Habsburger Im Mittelalter. Aufstieg Einer Dynastie, Hg. von Alexander Schubert</i>, 104–11. Darmstadt , 2022.","mla":"Prietzel, Malte. “Der König Im Krieg. Die Schlachten von Dürnkrut Und Göllheim.” <i>Die Habsburger Im Mittelalter. Aufstieg Einer Dynastie, Hg. von Alexander Schubert</i>, 2022, pp. 104–11.","short":"M. Prietzel, in: Die Habsburger Im Mittelalter. Aufstieg Einer Dynastie, Hg. von Alexander Schubert, Darmstadt , 2022, pp. 104–111.","bibtex":"@inbook{Prietzel_2022, place={Darmstadt }, title={Der König im Krieg. Die Schlachten von Dürnkrut und Göllheim}, booktitle={Die Habsburger im Mittelalter. Aufstieg einer Dynastie, hg. von Alexander Schubert}, author={Prietzel, Malte}, year={2022}, pages={104–111} }","apa":"Prietzel, M. (2022). Der König im Krieg. Die Schlachten von Dürnkrut und Göllheim. In <i>Die Habsburger im Mittelalter. Aufstieg einer Dynastie, hg. von Alexander Schubert</i> (pp. 104–111)."},"date_updated":"2024-11-05T14:51:31Z","date_created":"2024-11-05T14:51:25Z","author":[{"first_name":"Malte","full_name":"Prietzel, Malte","id":"42955","last_name":"Prietzel"}],"title":"Der König im Krieg. Die Schlachten von Dürnkrut und Göllheim","publication":"Die Habsburger im Mittelalter. Aufstieg einer Dynastie, hg. von Alexander Schubert","type":"book_chapter","status":"public","_id":"56886","user_id":"42955","language":[{"iso":"eng"}]},{"language":[{"iso":"ger"}],"_id":"56469","user_id":"41891","department":[{"_id":"174"},{"_id":"320"}],"status":"public","type":"book","title":"Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.","publisher":"Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/","date_updated":"2024-11-07T09:20:19Z","author":[{"id":"41891","full_name":"Teubert, Hilke","last_name":"Teubert","first_name":"Hilke"}],"date_created":"2024-10-09T12:18:49Z","year":"2022","citation":{"ama":"Teubert H. <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/; 2022.","ieee":"H. Teubert, <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/, 2022.","chicago":"Teubert, Hilke. <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/, 2022.","bibtex":"@book{Teubert_2022, title={Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.}, publisher={Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/}, author={Teubert, Hilke}, year={2022} }","short":"H. Teubert, Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht., Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/, 2022.","mla":"Teubert, Hilke. <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/, 2022.","apa":"Teubert, H. (2022). <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/."}},{"alternative_title":["Posterpräsentation auf der EARLI Konferenz, SIG 14"],"language":[{"iso":"eng"}],"_id":"50288","user_id":"10186","department":[{"_id":"208"}],"status":"public","type":"conference_abstract","title":"Innovation and transfer processes in the German VET-system. Insights into the meta-research project 'ITiB'","conference":{"end_date":"2022-08-19","location":"Universität Paderborn","name":"EARLI Konferenz, SIG 14","start_date":"2022-08-17"},"date_updated":"2024-11-07T09:57:15Z","author":[{"first_name":"Desiree","full_name":"Daniel-Söltenfuß, Desiree","id":"10186","last_name":"Daniel-Söltenfuß"},{"first_name":"Friederike","full_name":"Breuing, Friederike","last_name":"Breuing"}],"date_created":"2024-01-08T08:55:54Z","year":"2022","citation":{"short":"D. Daniel-Söltenfuß, F. Breuing, in: 2022.","bibtex":"@inproceedings{Daniel-Söltenfuß_Breuing_2022, title={Innovation and transfer processes in the German VET-system. Insights into the meta-research project “ITiB”}, author={Daniel-Söltenfuß, Desiree and Breuing, Friederike}, year={2022} }","mla":"Daniel-Söltenfuß, Desiree, and Friederike Breuing. <i>Innovation and Transfer Processes in the German VET-System. Insights into the Meta-Research Project “ITiB.”</i> 2022.","apa":"Daniel-Söltenfuß, D., &#38; Breuing, F. (2022). <i>Innovation and transfer processes in the German VET-system. Insights into the meta-research project “ITiB.”</i> EARLI Konferenz, SIG 14, Universität Paderborn.","chicago":"Daniel-Söltenfuß, Desiree, and Friederike Breuing. “Innovation and Transfer Processes in the German VET-System. Insights into the Meta-Research Project ‘ITiB,’” 2022.","ieee":"D. Daniel-Söltenfuß and F. Breuing, “Innovation and transfer processes in the German VET-system. Insights into the meta-research project ‘ITiB,’” presented at the EARLI Konferenz, SIG 14, Universität Paderborn, 2022.","ama":"Daniel-Söltenfuß D, Breuing F. Innovation and transfer processes in the German VET-system. Insights into the meta-research project “ITiB.” In: ; 2022."}},{"status":"public","type":"bachelorsthesis","language":[{"iso":"ger"}],"_id":"43002","user_id":"45530","department":[{"_id":"9"},{"_id":"150"}],"year":"2022","citation":{"chicago":"Schott, Alicia, and Moritz Neukötter. <i>Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess</i>, 2022.","ieee":"A. Schott and M. Neukötter, <i>Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess</i>. 2022.","ama":"Schott A, Neukötter M. <i>Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess</i>.; 2022.","apa":"Schott, A., &#38; Neukötter, M. (2022). <i>Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess</i>.","mla":"Schott, Alicia, and Moritz Neukötter. <i>Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess</i>. 2022.","bibtex":"@book{Schott_Neukötter_2022, title={Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess}, author={Schott, Alicia and Neukötter, Moritz}, year={2022} }","short":"A. Schott, M. Neukötter, Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess, 2022."},"title":"Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess","date_updated":"2024-11-08T08:59:56Z","author":[{"last_name":"Schott","full_name":"Schott, Alicia","first_name":"Alicia"},{"last_name":"Neukötter","orcid":"0000-0001-9101-8828","full_name":"Neukötter, Moritz","id":"45530","first_name":"Moritz"}],"supervisor":[{"full_name":"Neukötter, Moritz","id":"45530","last_name":"Neukötter","orcid":"0000-0001-9101-8828","first_name":"Moritz"},{"first_name":"Hans-Joachim","id":"464","full_name":"Schmid, Hans-Joachim","last_name":"Schmid","orcid":"000-0001-8590-1921"},{"id":"3959","full_name":"Jesinghausen, Steffen","last_name":"Jesinghausen","orcid":"https://orcid.org/0000-0003-2611-5298","first_name":"Steffen"}],"date_created":"2023-03-14T08:58:50Z"},{"doi":"10.1007/s12525-022-00530-6","title":"Systematizing the lexicon of platforms in information systems: a data-driven study","author":[{"last_name":"Bartelheimer","full_name":"Bartelheimer, Christian","id":"49160","first_name":"Christian"},{"first_name":"Philipp","id":"64394","full_name":"zur Heiden, Philipp","last_name":"zur Heiden"},{"full_name":"Lüttenberg, Hedda","id":"60612","last_name":"Lüttenberg","first_name":"Hedda"},{"first_name":"Daniel","id":"59677","full_name":"Beverungen, Daniel","last_name":"Beverungen"}],"date_created":"2022-04-04T10:01:11Z","date_updated":"2024-11-11T09:51:01Z","publisher":"Springer Science and Business Media LLC","citation":{"ama":"Bartelheimer C, zur Heiden P, Lüttenberg H, Beverungen D. Systematizing the lexicon of platforms in information systems: a data-driven study. <i>Electronic Markets</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>","ieee":"C. Bartelheimer, P. zur Heiden, H. Lüttenberg, and D. Beverungen, “Systematizing the lexicon of platforms in information systems: a data-driven study,” <i>Electronic Markets</i>, 2022, doi: <a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>.","chicago":"Bartelheimer, Christian, Philipp zur Heiden, Hedda Lüttenberg, and Daniel Beverungen. “Systematizing the Lexicon of Platforms in Information Systems: A Data-Driven Study.” <i>Electronic Markets</i>, 2022. <a href=\"https://doi.org/10.1007/s12525-022-00530-6\">https://doi.org/10.1007/s12525-022-00530-6</a>.","mla":"Bartelheimer, Christian, et al. “Systematizing the Lexicon of Platforms in Information Systems: A Data-Driven Study.” <i>Electronic Markets</i>, Springer Science and Business Media LLC, 2022, doi:<a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>.","bibtex":"@article{Bartelheimer_zur Heiden_Lüttenberg_Beverungen_2022, title={Systematizing the lexicon of platforms in information systems: a data-driven study}, DOI={<a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>}, journal={Electronic Markets}, publisher={Springer Science and Business Media LLC}, author={Bartelheimer, Christian and zur Heiden, Philipp and Lüttenberg, Hedda and Beverungen, Daniel}, year={2022} }","short":"C. Bartelheimer, P. zur Heiden, H. Lüttenberg, D. Beverungen, Electronic Markets (2022).","apa":"Bartelheimer, C., zur Heiden, P., Lüttenberg, H., &#38; Beverungen, D. (2022). Systematizing the lexicon of platforms in information systems: a data-driven study. <i>Electronic Markets</i>. <a href=\"https://doi.org/10.1007/s12525-022-00530-6\">https://doi.org/10.1007/s12525-022-00530-6</a>"},"year":"2022","publication_status":"published","publication_identifier":{"issn":["1019-6781","1422-8890"]},"language":[{"iso":"eng"}],"keyword":["Management of Technology and Innovation","Marketing","Computer Science Applications","Economics and Econometrics","Business and International Management"],"user_id":"49160","_id":"30735","status":"public","abstract":[{"lang":"eng","text":"While the Information Systems (IS) discipline has researched digital platforms extensively, the body of knowledge appertaining to platforms still appears fragmented and lacking conceptual consistency. Based on automated text mining and unsupervised machine learning, we collect, analyze, and interpret the IS discipline’s comprehensive research on platforms—comprising 11,049 papers spanning 44 years of research activity. From a cluster analysis concerning platform concepts’ semantically most similar words, we identify six research streams on platforms, each with their own platform terms. Based on interpreting the identified concepts vis-à-vis the extant research and considering a temporal perspective on the concepts’ application, we present a lexicon of platform concepts, to guide further research on platforms in the IS discipline. Researchers and managers can build on our results to position their work appropriately, applying a specific theoretical perspective on platforms in isolation or combining multiple perspectives to study platform phenomena at a more abstract level."}],"type":"journal_article","publication":"Electronic Markets"},{"year":"2022","publisher":"International Association for Statistical Education","date_created":"2024-09-25T08:33:33Z","title":"Design of a teaching unit to develop primary school students ́ reasoning about uncertainty in multi-step chance experiments","publication":"Decision Making Based on Data Proceedings IASE 2019 Satellite Conference","abstract":[{"text":"<jats:p>Statistical reasoning and the confrontation with first ideas of uncertainty can already be enhanced in primary school. A challenge is how to relate theoretical-combinatorial aspects to empirical frequency aspects, given that fraction concepts are usually not available at primary school. In the frame of a Design Based Research approach we have designed and realized a teaching sequence consisting of seven lessons to develop statistical reasoning about uncertainty of grade 4 students (age 10-11). To supervise their learning processes we collected data on different levels: (a) written pre/post-tests, (b) working notes after each lesson and (c) interviews after the teaching unit. In this paper we will mainly present the design of teaching unit and first results from the analysis of pre- and posttests.</jats:p>","lang":"eng"}],"file":[{"creator":"krueter","date_created":"2024-11-12T10:58:48Z","date_updated":"2024-11-12T10:58:48Z","access_level":"closed","file_id":"56996","file_name":"IASE2019_Satellite_136_FRISCHEM-2.pdf","file_size":877055,"content_type":"application/pdf","relation":"main_file","success":1}],"ddc":["510"],"language":[{"iso":"eng"}],"publication_status":"published","has_accepted_license":"1","citation":{"chicago":"Frischemeier, Daniel, and Rolf Biehler. “Design of a Teaching Unit to Develop Primary School Students ́ Reasoning about Uncertainty in Multi-Step Chance Experiments.” In <i>Decision Making Based on Data Proceedings IASE 2019 Satellite Conference</i>. International Association for Statistical Education, 2022. <a href=\"https://doi.org/10.52041/srap.19304\">https://doi.org/10.52041/srap.19304</a>.","ieee":"D. Frischemeier and R. Biehler, “Design of a teaching unit to develop primary school students ́ reasoning about uncertainty in multi-step chance experiments,” 2022, doi: <a href=\"https://doi.org/10.52041/srap.19304\">10.52041/srap.19304</a>.","ama":"Frischemeier D, Biehler R. Design of a teaching unit to develop primary school students ́ reasoning about uncertainty in multi-step chance experiments. In: <i>Decision Making Based on Data Proceedings IASE 2019 Satellite Conference</i>. International Association for Statistical Education; 2022. doi:<a href=\"https://doi.org/10.52041/srap.19304\">10.52041/srap.19304</a>","apa":"Frischemeier, D., &#38; Biehler, R. (2022). Design of a teaching unit to develop primary school students ́ reasoning about uncertainty in multi-step chance experiments. <i>Decision Making Based on Data Proceedings IASE 2019 Satellite Conference</i>. <a href=\"https://doi.org/10.52041/srap.19304\">https://doi.org/10.52041/srap.19304</a>","short":"D. Frischemeier, R. Biehler, in: Decision Making Based on Data Proceedings IASE 2019 Satellite Conference, International Association for Statistical Education, 2022.","mla":"Frischemeier, Daniel, and Rolf Biehler. “Design of a Teaching Unit to Develop Primary School Students ́ Reasoning about Uncertainty in Multi-Step Chance Experiments.” <i>Decision Making Based on Data Proceedings IASE 2019 Satellite Conference</i>, International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/srap.19304\">10.52041/srap.19304</a>.","bibtex":"@inproceedings{Frischemeier_Biehler_2022, title={Design of a teaching unit to develop primary school students ́ reasoning about uncertainty in multi-step chance experiments}, DOI={<a href=\"https://doi.org/10.52041/srap.19304\">10.52041/srap.19304</a>}, booktitle={Decision Making Based on Data Proceedings IASE 2019 Satellite Conference}, publisher={International Association for Statistical Education}, author={Frischemeier, Daniel and Biehler, Rolf}, year={2022} }"},"date_updated":"2024-11-12T10:59:05Z","author":[{"last_name":"Frischemeier","full_name":"Frischemeier, Daniel","first_name":"Daniel"},{"first_name":"Rolf","full_name":"Biehler, Rolf","id":"16274","last_name":"Biehler"}],"main_file_link":[{"url":"https://www.academia.edu/download/114249671/srap.pdf"}],"doi":"10.52041/srap.19304","type":"conference","status":"public","_id":"56251","user_id":"37888","department":[{"_id":"363"}],"file_date_updated":"2024-11-12T10:58:48Z"},{"quality_controlled":"1","year":"2022","page":"67-76","citation":{"short":"R.-S. Götte, J. Timmermann, in: 2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC), 2022, pp. 67–76.","mla":"Götte, Ricarda-Samantha, and Julia Timmermann. “Composed Physics- and Data-Driven System Identification for Non-Autonomous Systems in Control Engineering.” <i>2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>, 2022, pp. 67–76, doi:<a href=\"https://doi.org/10.1109/AIRC56195.2022.9836982\">10.1109/AIRC56195.2022.9836982</a>.","bibtex":"@inproceedings{Götte_Timmermann_2022, title={Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering}, DOI={<a href=\"https://doi.org/10.1109/AIRC56195.2022.9836982\">10.1109/AIRC56195.2022.9836982</a>}, booktitle={2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)}, author={Götte, Ricarda-Samantha and Timmermann, Julia}, year={2022}, pages={67–76} }","apa":"Götte, R.-S., &#38; Timmermann, J. (2022). Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering. <i>2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>, 67–76. <a href=\"https://doi.org/10.1109/AIRC56195.2022.9836982\">https://doi.org/10.1109/AIRC56195.2022.9836982</a>","ieee":"R.-S. Götte and J. Timmermann, “Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering,” in <i>2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>, Cairo, Egypt, 2022, pp. 67–76, doi: <a href=\"https://doi.org/10.1109/AIRC56195.2022.9836982\">10.1109/AIRC56195.2022.9836982</a>.","chicago":"Götte, Ricarda-Samantha, and Julia Timmermann. “Composed Physics- and Data-Driven System Identification for Non-Autonomous Systems in Control Engineering.” In <i>2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>, 67–76, 2022. <a href=\"https://doi.org/10.1109/AIRC56195.2022.9836982\">https://doi.org/10.1109/AIRC56195.2022.9836982</a>.","ama":"Götte R-S, Timmermann J. Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering. In: <i>2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>. ; 2022:67-76. doi:<a href=\"https://doi.org/10.1109/AIRC56195.2022.9836982\">10.1109/AIRC56195.2022.9836982</a>"},"date_updated":"2024-11-13T08:43:28Z","oa":"1","date_created":"2021-10-19T14:47:17Z","author":[{"last_name":"Götte","id":"43992","full_name":"Götte, Ricarda-Samantha","first_name":"Ricarda-Samantha"},{"id":"15402","full_name":"Timmermann, Julia","last_name":"Timmermann","first_name":"Julia"}],"title":"Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering","conference":{"name":"3rd International Conference on Artificial Intelligence, Robotics and Control","start_date":"2021-12-08","end_date":"2021-12-10","location":"Cairo, Egypt"},"doi":"10.1109/AIRC56195.2022.9836982","main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/2112.08148"}],"publication":"2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)","type":"conference","abstract":[{"lang":"eng","text":"In control design most control strategies are model-based and require accurate models to be applied successfully. Due to simplifications and the model-reality-gap physics-derived models frequently exhibit deviations from real-world-systems. Likewise, purely data-driven methods often do not generalise well enough and may violate physical laws. Recently Physics-Guided Neural Networks (PGNN) and physics-inspired loss functions separately have shown promising results to conquer these drawbacks. In this contribution we extend existing methods towards the identification of non-autonomous systems and propose a combined approach PGNN-L, which uses a PGNN and a physics-inspired loss term (-L) to successfully identify the system's dynamics, while maintaining the consistency with physical laws. The proposed method is demonstrated on two real-world nonlinear systems and outperforms existing techniques regarding complexity and reliability."}],"status":"public","_id":"26539","department":[{"_id":"153"},{"_id":"880"}],"user_id":"43992","keyword":["data-driven","physics-based","physics-informed","neural networks","system identification","hybrid modelling"],"language":[{"iso":"eng"}]},{"type":"conference","status":"public","_id":"31066","department":[{"_id":"153"},{"_id":"880"}],"user_id":"43992","page":"19-24","intvolume":"        55","citation":{"chicago":"Schön, Oliver, Ricarda-Samantha Götte, and Julia Timmermann. “Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems.” In <i>14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>, 55:19–24, 2022. <a href=\"https://doi.org/10.1016/j.ifacol.2022.07.282\">https://doi.org/10.1016/j.ifacol.2022.07.282</a>.","ieee":"O. Schön, R.-S. Götte, and J. Timmermann, “Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems,” in <i>14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>, Casablanca, Morocco, 2022, vol. 55, no. 12, pp. 19–24, doi: <a href=\"https://doi.org/10.1016/j.ifacol.2022.07.282\">https://doi.org/10.1016/j.ifacol.2022.07.282</a>.","ama":"Schön O, Götte R-S, Timmermann J. Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems. In: <i>14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>. Vol 55. ; 2022:19-24. doi:<a href=\"https://doi.org/10.1016/j.ifacol.2022.07.282\">https://doi.org/10.1016/j.ifacol.2022.07.282</a>","bibtex":"@inproceedings{Schön_Götte_Timmermann_2022, title={Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems}, volume={55}, DOI={<a href=\"https://doi.org/10.1016/j.ifacol.2022.07.282\">https://doi.org/10.1016/j.ifacol.2022.07.282</a>}, number={12}, booktitle={14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)}, author={Schön, Oliver and Götte, Ricarda-Samantha and Timmermann, Julia}, year={2022}, pages={19–24} }","mla":"Schön, Oliver, et al. “Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems.” <i>14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>, vol. 55, no. 12, 2022, pp. 19–24, doi:<a href=\"https://doi.org/10.1016/j.ifacol.2022.07.282\">https://doi.org/10.1016/j.ifacol.2022.07.282</a>.","short":"O. Schön, R.-S. Götte, J. Timmermann, in: 14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022), 2022, pp. 19–24.","apa":"Schön, O., Götte, R.-S., &#38; Timmermann, J. (2022). Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems. <i>14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>, <i>55</i>(12), 19–24. <a href=\"https://doi.org/10.1016/j.ifacol.2022.07.282\">https://doi.org/10.1016/j.ifacol.2022.07.282</a>"},"date_updated":"2024-11-13T08:43:16Z","volume":55,"author":[{"first_name":"Oliver","last_name":"Schön","full_name":"Schön, Oliver"},{"first_name":"Ricarda-Samantha","full_name":"Götte, Ricarda-Samantha","id":"43992","last_name":"Götte"},{"first_name":"Julia","last_name":"Timmermann","full_name":"Timmermann, Julia","id":"15402"}],"doi":"https://doi.org/10.1016/j.ifacol.2022.07.282","conference":{"end_date":"2022-07-01","location":"Casablanca, Morocco","name":"14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)","start_date":"2022-06-29"},"publication":"14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)","abstract":[{"lang":"eng","text":"While trade-offs between modeling effort and model accuracy remain a major concern with system identification, resorting to data-driven methods often leads to a complete disregard for physical plausibility. To address this issue, we propose a physics-guided hybrid approach for modeling non-autonomous systems under control. Starting from a traditional physics-based model, this is extended by a recurrent neural network and trained using a sophisticated multi-objective strategy yielding physically plausible models. While purely data-driven methods fail to produce satisfying results, experiments conducted on real data reveal substantial accuracy improvements by our approach compared to a physics-based model. "}],"keyword":["neural networks","physics-guided","data-driven","multi-objective optimization","system identification","machine learning","dynamical systems"],"language":[{"iso":"eng"}],"quality_controlled":"1","issue":"12","year":"2022","date_created":"2022-05-05T06:22:55Z","title":"Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems"},{"author":[{"first_name":"Michael","last_name":"Hesse","id":"29222","full_name":"Hesse, Michael"},{"first_name":"Matthias","full_name":"Hunstig, Matthias","last_name":"Hunstig"},{"last_name":"Timmermann","full_name":"Timmermann, Julia","id":"15402","first_name":"Julia"},{"first_name":"Ansgar","id":"552","full_name":"Trächtler, Ansgar","last_name":"Trächtler"}],"date_created":"2022-02-09T12:50:25Z","date_updated":"2024-11-13T08:44:17Z","conference":{"name":"11th International Conference on Pattern Recognition Applications and Methods","start_date":"2022-02-03","end_date":"2022-02-05","location":"Online"},"title":"Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design","quality_controlled":"1","publication_identifier":{"isbn":["978-989-758-549-4"]},"page":"383-394","citation":{"apa":"Hesse, M., Hunstig, M., Timmermann, J., &#38; Trächtler, A. (2022). Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design. <i>Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)</i>, 383–394.","bibtex":"@inproceedings{Hesse_Hunstig_Timmermann_Trächtler_2022, title={Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design}, booktitle={Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)}, author={Hesse, Michael and Hunstig, Matthias and Timmermann, Julia and Trächtler, Ansgar}, year={2022}, pages={383–394} }","short":"M. Hesse, M. Hunstig, J. Timmermann, A. Trächtler, in: Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2022, pp. 383–394.","mla":"Hesse, Michael, et al. “Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-Forward Control Design.” <i>Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)</i>, 2022, pp. 383–94.","ama":"Hesse M, Hunstig M, Timmermann J, Trächtler A. Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design. In: <i>Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)</i>. ; 2022:383-394.","ieee":"M. Hesse, M. Hunstig, J. Timmermann, and A. Trächtler, “Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design,” in <i>Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)</i>, Online, 2022, pp. 383–394.","chicago":"Hesse, Michael, Matthias Hunstig, Julia Timmermann, and Ansgar Trächtler. “Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-Forward Control Design.” In <i>Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)</i>, 383–94, 2022."},"year":"2022","department":[{"_id":"153"},{"_id":"880"}],"user_id":"82875","_id":"29803","language":[{"iso":"eng"}],"keyword":["Bayesian optimization","Wire bonding","Feed-forward control","model-free design"],"publication":"Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)","type":"conference","status":"public","abstract":[{"lang":"eng","text":"Ultrasonic wire bonding is a solid-state joining process used to form electrical interconnections in micro and\r\npower electronics and batteries. A high frequency oscillation causes a metallurgical bond deformation in\r\nthe contact area. Due to the numerous physical influencing factors, it is very difficult to accurately capture\r\nthis process in a model. Therefore, our goal is to determine a suitable feed-forward control strategy for the\r\nbonding process even without detailed model knowledge. We propose the use of batch constrained Bayesian\r\noptimization for the control design. Hence, Bayesian optimization is precisely adapted to the application of\r\nbonding: the constraint is used to check one quality feature of the process and the use of batches leads to\r\nmore efficient experiments. Our approach is suitable to determine a feed-forward control for the bonding\r\nprocess that provides very high quality bonds without using a physical model. We also show that the quality\r\nof the Bayesian optimization based control outperforms random search as well as manual search by a user.\r\nUsing a simple prior knowledge model derived from data further improves the quality of the connection.\r\nThe Bayesian optimization approach offers the possibility to perform a sensitivity analysis of the control\r\nparameters, which allows to evaluate the influence of each control parameter on the bond quality. In summary,\r\nBayesian optimization applied to the bonding process provides an excellent opportunity to develop a feedforward\r\ncontrol without full modeling of the underlying physical processes."}]},{"publication_status":"published","publication_identifier":{"isbn":["978-3-658-38398-5","978-3-658-38399-2"]},"citation":{"ama":"Ristau A, Krüger T, Winkler M. Netzwerke. In: Rund M, Peters F, eds. <i>Schlüsselbegriffe der Sozialplanung und ihre Kritik</i>. Springer VS ; 2022:129-138. doi:<a href=\"https://doi.org/10.1007/978-3-658-38399-2\">10.1007/978-3-658-38399-2</a>","ieee":"A. Ristau, T. Krüger, and M. Winkler, “Netzwerke,” in <i>Schlüsselbegriffe der Sozialplanung und ihre Kritik</i>, M. Rund and F. Peters, Eds. Wiesbaden: Springer VS , 2022, pp. 129–138.","chicago":"Ristau, Alexander, Tim Krüger, and Michael Winkler. “Netzwerke.” In <i>Schlüsselbegriffe der Sozialplanung und ihre Kritik</i>, edited by Mario Rund and Friedhelm Peters, 129–38. Wiesbaden: Springer VS , 2022. <a href=\"https://doi.org/10.1007/978-3-658-38399-2\">https://doi.org/10.1007/978-3-658-38399-2</a>.","apa":"Ristau, A., Krüger, T., &#38; Winkler, M. (2022). Netzwerke. In M. Rund &#38; F. Peters (Eds.), <i>Schlüsselbegriffe der Sozialplanung und ihre Kritik</i> (pp. 129–138). Springer VS . <a href=\"https://doi.org/10.1007/978-3-658-38399-2\">https://doi.org/10.1007/978-3-658-38399-2</a>","short":"A. Ristau, T. Krüger, M. Winkler, in: M. Rund, F. Peters (Eds.), Schlüsselbegriffe der Sozialplanung und ihre Kritik, Springer VS , Wiesbaden, 2022, pp. 129–138.","bibtex":"@inbook{Ristau_Krüger_Winkler_2022, place={Wiesbaden}, title={Netzwerke}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-38399-2\">10.1007/978-3-658-38399-2</a>}, booktitle={Schlüsselbegriffe der Sozialplanung und ihre Kritik}, publisher={Springer VS }, author={Ristau, Alexander and Krüger, Tim and Winkler, Michael}, editor={Rund, Mario and Peters, Friedhelm}, year={2022}, pages={129–138} }","mla":"Ristau, Alexander, et al. “Netzwerke.” <i>Schlüsselbegriffe der Sozialplanung und ihre Kritik</i>, edited by Mario Rund and Friedhelm Peters, Springer VS , 2022, pp. 129–38, doi:<a href=\"https://doi.org/10.1007/978-3-658-38399-2\">10.1007/978-3-658-38399-2</a>."},"page":"129-138","year":"2022","place":"Wiesbaden","author":[{"first_name":"Alexander","full_name":"Ristau, Alexander","id":"114171","last_name":"Ristau"},{"full_name":"Krüger, Tim","last_name":"Krüger","first_name":"Tim"},{"full_name":"Winkler, Michael","last_name":"Winkler","first_name":"Michael"}],"date_created":"2024-11-13T08:59:23Z","publisher":"Springer VS ","date_updated":"2024-11-13T08:59:28Z","doi":"10.1007/978-3-658-38399-2","title":"Netzwerke","type":"book_chapter","publication":"Schlüsselbegriffe der Sozialplanung und ihre Kritik","status":"public","abstract":[{"lang":"ger","text":"Es wird zur Diskussion gestellt, ob Sozialplanung, aber auch Soziale Arbeit, eine naiv-positive Auffassung vom Begriff „Netzwerk“ haben. Der Begriff ist trügerisch, da er einerseits analytisch-begrifflich nicht trennscharf zu bestimmen ist. Andererseits sind mit dem Bild des Netzwerks normative Aussagen impliziert, die in hohem Maße widersprüchlich sind. Bezieht sich das Bild des Netzwerks nicht auf Sachverhalte und Phänomene, die mit anderen Begrifflichkeiten exakter, weil theoretisch und empirisch verweisungsstärker, zu bestimmen wären?"}],"editor":[{"first_name":"Mario","last_name":"Rund","full_name":"Rund, Mario"},{"first_name":"Friedhelm","full_name":"Peters, Friedhelm","last_name":"Peters"}],"user_id":"48187","department":[{"_id":"723"},{"_id":"724"},{"_id":"935"}],"_id":"57037","language":[{"iso":"ger"}]},{"status":"public","abstract":[{"lang":"ger","text":"In diesem Artikel wird in Bezug auf Fragen des Verstehens diskutiert,\r\nob es der Sozialen Arbeit nicht guttäte, sich von anderen\r\nQuellen als den eigenen Theorien inspirieren, vielleicht sogar provozieren\r\nzu lassen. Dazu wird zunächst das Verhältnis zwischen Sozialer\r\nArbeit und Belletristik, der ›schönen Literatur‹, in den Blick\r\ngenommen.\r\n\r\n\r\n"}],"publication":"Sozialmagazin","type":"journal_article","language":[{"iso":"ger"}],"article_type":"original","department":[{"_id":"723"},{"_id":"724"},{"_id":"935"}],"user_id":"48187","_id":"57036","page":"61-77","citation":{"ama":"Ristau A. Soziale Arbeit über Belletristik verstehen. <i>Sozialmagazin</i>. 2022;(8):61-77. doi:<a href=\"https://doi.org/10.3262/SM2208061\">10.3262/SM2208061</a>","ieee":"A. Ristau, “Soziale Arbeit über Belletristik verstehen,” <i>Sozialmagazin</i>, no. 8, pp. 61–77, 2022, doi: <a href=\"https://doi.org/10.3262/SM2208061\">10.3262/SM2208061</a>.","chicago":"Ristau, Alexander. “Soziale Arbeit über Belletristik verstehen.” <i>Sozialmagazin</i>, no. 8 (2022): 61–77. <a href=\"https://doi.org/10.3262/SM2208061\">https://doi.org/10.3262/SM2208061</a>.","apa":"Ristau, A. (2022). Soziale Arbeit über Belletristik verstehen. <i>Sozialmagazin</i>, <i>8</i>, 61–77. <a href=\"https://doi.org/10.3262/SM2208061\">https://doi.org/10.3262/SM2208061</a>","bibtex":"@article{Ristau_2022, title={Soziale Arbeit über Belletristik verstehen}, DOI={<a href=\"https://doi.org/10.3262/SM2208061\">10.3262/SM2208061</a>}, number={8}, journal={Sozialmagazin}, publisher={Beltz}, author={Ristau, Alexander}, year={2022}, pages={61–77} }","mla":"Ristau, Alexander. “Soziale Arbeit über Belletristik verstehen.” <i>Sozialmagazin</i>, no. 8, Beltz, 2022, pp. 61–77, doi:<a href=\"https://doi.org/10.3262/SM2208061\">10.3262/SM2208061</a>.","short":"A. Ristau, Sozialmagazin (2022) 61–77."},"year":"2022","issue":"8","publication_identifier":{"issn":["0340-8469"]},"publication_status":"published","doi":"10.3262/SM2208061","title":"Soziale Arbeit über Belletristik verstehen","date_created":"2024-11-13T08:54:01Z","author":[{"first_name":"Alexander","id":"114171","full_name":"Ristau, Alexander","last_name":"Ristau"}],"date_updated":"2024-11-13T08:54:07Z","publisher":"Beltz"},{"citation":{"chicago":"Trang, Simon Thanh-Nam, M. Mandrella, M. Marrone, and L. Kolbe. “Co-Creating Business Value through IT-Business Operational Alignment in Inter-Organisational Relationships: Empirical Evidence from Regional Networks.” <i>European Journal of Information Systems (VHB Jourqual 3 A)</i> 31 (2022): 166–87.","ieee":"S. T.-N. Trang, M. Mandrella, M. Marrone, and L. Kolbe, “Co-creating business value through IT-business operational alignment in inter-organisational relationships: Empirical evidence from regional networks,” <i>European Journal of Information Systems (VHB Jourqual 3 A)</i>, vol. 31, pp. 166–187, 2022.","ama":"Trang ST-N, Mandrella M, Marrone M, Kolbe L. Co-creating business value through IT-business operational alignment in inter-organisational relationships: Empirical evidence from regional networks. <i>European Journal of Information Systems (VHB Jourqual 3 A)</i>. 2022;31:166-187.","apa":"Trang, S. T.-N., Mandrella, M., Marrone, M., &#38; Kolbe, L. (2022). Co-creating business value through IT-business operational alignment in inter-organisational relationships: Empirical evidence from regional networks. <i>European Journal of Information Systems (VHB Jourqual 3 A)</i>, <i>31</i>, 166–187.","short":"S.T.-N. Trang, M. Mandrella, M. Marrone, L. Kolbe, European Journal of Information Systems (VHB Jourqual 3 A) 31 (2022) 166–187.","mla":"Trang, Simon Thanh-Nam, et al. “Co-Creating Business Value through IT-Business Operational Alignment in Inter-Organisational Relationships: Empirical Evidence from Regional Networks.” <i>European Journal of Information Systems (VHB Jourqual 3 A)</i>, vol. 31, 2022, pp. 166–87.","bibtex":"@article{Trang_Mandrella_Marrone_Kolbe_2022, title={Co-creating business value through IT-business operational alignment in inter-organisational relationships: Empirical evidence from regional networks}, volume={31}, journal={European Journal of Information Systems (VHB Jourqual 3 A)}, author={Trang, Simon Thanh-Nam and Mandrella, M. and Marrone, M. and Kolbe, L.}, year={2022}, pages={166–187} }"},"intvolume":"        31","page":"166-187","year":"2022","author":[{"first_name":"Simon Thanh-Nam","full_name":"Trang, Simon Thanh-Nam","id":"98948","orcid":"0000-0002-4784-4038","last_name":"Trang"},{"full_name":"Mandrella, M.","last_name":"Mandrella","first_name":"M."},{"full_name":"Marrone, M.","last_name":"Marrone","first_name":"M."},{"last_name":"Kolbe","full_name":"Kolbe, L.","first_name":"L."}],"date_created":"2023-12-04T13:37:43Z","volume":31,"date_updated":"2024-11-13T12:56:22Z","title":"Co-creating business value through IT-business operational alignment in inter-organisational relationships: Empirical evidence from regional networks","type":"journal_article","publication":"European Journal of Information Systems (VHB Jourqual 3 A)","status":"public","user_id":"98948","department":[{"_id":"792"}],"_id":"49461","language":[{"iso":"eng"}]}]