[{"type":"journal_article","status":"public","user_id":"59677","department":[{"_id":"526"}],"_id":"35732","file_date_updated":"2024-04-18T12:39:00Z","article_type":"original","publication_status":"published","has_accepted_license":"1","publication_identifier":{"issn":["1019-6781","1422-8890"]},"jel":["L86"],"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>. 2022;32:375-396. 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>, vol. 32, pp. 375–396, 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> 32 (2022): 375–96. <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>, vol. 32, Springer Science and Business Media LLC, 2022, pp. 375–96, doi:<a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>.","short":"C. Bartelheimer, P. zur Heiden, H. Lüttenberg, D. Beverungen, Electronic Markets 32 (2022) 375–396.","bibtex":"@article{Bartelheimer_zur Heiden_Lüttenberg_Beverungen_2022, title={Systematizing the lexicon of platforms in information systems: a data-driven study}, volume={32}, 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}, pages={375–396} }","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>, <i>32</i>, 375–396. <a href=\"https://doi.org/10.1007/s12525-022-00530-6\">https://doi.org/10.1007/s12525-022-00530-6</a>"},"intvolume":"        32","page":"375-396","author":[{"first_name":"Christian","full_name":"Bartelheimer, Christian","id":"49160","last_name":"Bartelheimer"},{"id":"64394","full_name":"zur Heiden, Philipp","last_name":"zur Heiden","first_name":"Philipp"},{"first_name":"Hedda","full_name":"Lüttenberg, Hedda","last_name":"Lüttenberg"},{"first_name":"Daniel","last_name":"Beverungen","full_name":"Beverungen, Daniel","id":"59677"}],"volume":32,"date_updated":"2024-04-18T12:40:34Z","doi":"10.1007/s12525-022-00530-6","publication":"Electronic Markets","file":[{"access_level":"closed","file_id":"53573","file_name":"EM - Lexicon of Platform Terms.pdf","file_size":1262427,"date_created":"2024-04-18T12:39:00Z","creator":"dabe","date_updated":"2024-04-18T12:39:00Z","relation":"main_file","success":1,"content_type":"application/pdf"}],"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."}],"language":[{"iso":"eng"}],"ddc":["380"],"keyword":["Platform","Text mining","Machine learning","Data communications","Interpretive research","Systems design and implementation"],"quality_controlled":"1","year":"2022","date_created":"2023-01-10T10:00:55Z","publisher":"Springer Science and Business Media LLC","title":"Systematizing the lexicon of platforms in information systems: a data-driven study"},{"date_created":"2023-01-16T08:42:28Z","title":"Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien","year":"2022","corporate_editor":["Deutscher Verband für Materialforschung und -prüfung e.V. "],"keyword":["Künstliche Intelligenz","Neuronale Netze","3D-Druck","Design for Additive Manufacturing"],"language":[{"iso":"ger"}],"publication":"Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen","abstract":[{"text":"Die additive Fertigung bietet die Möglichkeit, digitale Prototypen dank der\r\nBesonderheit der werkzeuglosen Fertigung schnellstmöglich in reale Strukturen\r\numzusetzen. Dieses Verfahren kann jedoch nur dann mit optimaler Geschwindigkeit\r\ngenutzt werden, wenn Engpässe wirksam vermieden werden können. Einer dieser\r\nEngpässe ist der Konstruktionsprozess. Gerade im Bereich der additiven Fertigung\r\nsind in letzter Zeit immer leistungsfähigere Softwarelösungen erschienen, die das\r\nDesign für die additive Fertigung, einschließlich der meisten Computer-Aided-Design\r\n(CAD)-Aufgaben, beschleunigen. In vielen Bereichen wird daher bereits versucht, so\r\nviele Schritte wie möglich zu automatisieren, nicht selten unter Verwendung\r\nneuronaler Netze und künstlicher Intelligenz. Dieser Beitrag zeigt am Beispiel einer\r\nautomatisierten Strukturoptimierung eines Stuhls, warum das Nutzen neuronaler\r\nNetze im Konstruktionsprozess sinnvoll ist, um die Bereiche der konventionellen\r\nTopologieoptimierung und des Generative Design weiter zu verknüpfen und somit die\r\nProduktentwicklungszeit zu reduzieren.","lang":"ger"}],"date_updated":"2023-01-18T08:52:56Z","volume":7,"author":[{"first_name":"Manuel","full_name":"Ott, Manuel","id":"44204","last_name":"Ott"},{"full_name":"Meihöfener, Niclas","last_name":"Meihöfener","first_name":"Niclas"},{"last_name":"Koch","full_name":"Koch, Rainer","first_name":"Rainer"}],"doi":"10.48447/ADD-2022-014","conference":{"location":"Berlin","end_date":"2022-11-09","start_date":"2022-11-08","name":"7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen"},"publication_status":"published","place":"Berlin","page":"91-106","intvolume":"         7","jel":["L74"],"citation":{"apa":"Ott, M., Meihöfener, N., &#38; Koch, R. (2022). Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien. In Deutscher Verband für Materialforschung und -prüfung e.V.  (Ed.), <i>Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen</i> (Vol. 7, pp. 91–106). <a href=\"https://doi.org/10.48447/ADD-2022-014\">https://doi.org/10.48447/ADD-2022-014</a>","mla":"Ott, Manuel, et al. “Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien.” <i>Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen</i>, edited by Deutscher Verband für Materialforschung und -prüfung e.V. , vol. 7, 2022, pp. 91–106, doi:<a href=\"https://doi.org/10.48447/ADD-2022-014\">10.48447/ADD-2022-014</a>.","bibtex":"@inproceedings{Ott_Meihöfener_Koch_2022, place={Berlin}, series={Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen}, title={Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien}, volume={7}, DOI={<a href=\"https://doi.org/10.48447/ADD-2022-014\">10.48447/ADD-2022-014</a>}, booktitle={Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen}, author={Ott, Manuel and Meihöfener, Niclas and Koch, Rainer}, editor={Deutscher Verband für Materialforschung und -prüfung e.V. }, year={2022}, pages={91–106}, collection={Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen} }","short":"M. Ott, N. Meihöfener, R. Koch, in: Deutscher Verband für Materialforschung und -prüfung e.V.  (Ed.), Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen, Berlin, 2022, pp. 91–106.","ieee":"M. Ott, N. Meihöfener, and R. Koch, “Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien,” in <i>Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen</i>, Berlin, 2022, vol. 7, pp. 91–106, doi: <a href=\"https://doi.org/10.48447/ADD-2022-014\">10.48447/ADD-2022-014</a>.","chicago":"Ott, Manuel, Niclas Meihöfener, and Rainer Koch. “Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien.” In <i>Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen</i>, edited by Deutscher Verband für Materialforschung und -prüfung e.V. , 7:91–106. Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen. Berlin, 2022. <a href=\"https://doi.org/10.48447/ADD-2022-014\">https://doi.org/10.48447/ADD-2022-014</a>.","ama":"Ott M, Meihöfener N, Koch R. Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien. In: Deutscher Verband für Materialforschung und -prüfung e.V. , ed. <i>Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen</i>. Vol 7. Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen. ; 2022:91-106. doi:<a href=\"https://doi.org/10.48447/ADD-2022-014\">10.48447/ADD-2022-014</a>"},"_id":"36866","department":[{"_id":"741"},{"_id":"144"}],"series_title":"Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen","user_id":"44204","type":"conference","status":"public"},{"type":"journal_article","status":"public","_id":"32174","department":[{"_id":"152"}],"user_id":"72252","article_type":"original","file_date_updated":"2022-06-27T07:56:35Z","has_accepted_license":"1","publication_identifier":{"issn":["2732-527X"]},"publication_status":"published","intvolume":"         2","page":"1875-1884","citation":{"ama":"Gräßler I, Thiele H, Grewe B, Hieb M. Responsibility Assignment in Systems Engineering. <i>Proceedings of the Design Society</i>. 2022;2:1875-1884. doi:<a href=\"https://doi.org/10.1017/pds.2022.190\">10.1017/pds.2022.190</a>","chicago":"Gräßler, Iris, Henrik Thiele, Benedikt Grewe, and Michael Hieb. “Responsibility Assignment in Systems Engineering.” <i>Proceedings of the Design Society</i> 2 (2022): 1875–84. <a href=\"https://doi.org/10.1017/pds.2022.190\">https://doi.org/10.1017/pds.2022.190</a>.","ieee":"I. Gräßler, H. Thiele, B. Grewe, and M. Hieb, “Responsibility Assignment in Systems Engineering,” <i>Proceedings of the Design Society</i>, vol. 2, pp. 1875–1884, 2022, doi: <a href=\"https://doi.org/10.1017/pds.2022.190\">10.1017/pds.2022.190</a>.","short":"I. Gräßler, H. Thiele, B. Grewe, M. Hieb, Proceedings of the Design Society 2 (2022) 1875–1884.","mla":"Gräßler, Iris, et al. “Responsibility Assignment in Systems Engineering.” <i>Proceedings of the Design Society</i>, vol. 2, Cambridge University Press (CUP), 2022, pp. 1875–84, doi:<a href=\"https://doi.org/10.1017/pds.2022.190\">10.1017/pds.2022.190</a>.","bibtex":"@article{Gräßler_Thiele_Grewe_Hieb_2022, title={Responsibility Assignment in Systems Engineering}, volume={2}, DOI={<a href=\"https://doi.org/10.1017/pds.2022.190\">10.1017/pds.2022.190</a>}, journal={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Gräßler, Iris and Thiele, Henrik and Grewe, Benedikt and Hieb, Michael}, year={2022}, pages={1875–1884} }","apa":"Gräßler, I., Thiele, H., Grewe, B., &#38; Hieb, M. (2022). Responsibility Assignment in Systems Engineering. <i>Proceedings of the Design Society</i>, <i>2</i>, 1875–1884. <a href=\"https://doi.org/10.1017/pds.2022.190\">https://doi.org/10.1017/pds.2022.190</a>"},"oa":"1","date_updated":"2023-01-24T08:41:31Z","volume":2,"author":[{"first_name":"Iris","orcid":"0000-0001-5765-971X","last_name":"Gräßler","full_name":"Gräßler, Iris","id":"47565"},{"first_name":"Henrik","last_name":"Thiele","full_name":"Thiele, Henrik","id":"33419"},{"last_name":"Grewe","full_name":"Grewe, Benedikt","id":"52359","first_name":"Benedikt"},{"first_name":"Michael","full_name":"Hieb, Michael","id":"72252","last_name":"Hieb"}],"doi":"10.1017/pds.2022.190","conference":{"start_date":"2022-05-23","name":"17th International DESIGN Conference","location":"Dubrovnik","end_date":"2022-05-26"},"main_file_link":[{"open_access":"1","url":"https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/responsibility-assignment-in-systems-engineering/07269DA1B1160C17AF0E0BE6035FD1A2"}],"publication":"Proceedings of the Design Society","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>Increasing system complexity can be controlled by using systems engineering processes. INCOSE defines processes with inputs and outputs (artifacts) for this purpose. Specific SE roles are used to organize the tasks of the processes within the company. In this work, the responsibilities for artifacts are evaluated by means of the RACI scheme and examined by a cluster analysis and discussed for a SE transformation project with a German automotive OEM. As a result of the study, the optimal composition for systems engineering teams is identified and the systems engineering roles are prioritized.</jats:p>","lang":"eng"}],"file":[{"content_type":"application/pdf","success":1,"relation":"main_file","date_updated":"2022-06-27T07:56:35Z","creator":"hthiele","date_created":"2022-06-27T07:56:35Z","file_size":787640,"file_id":"32175","file_name":"responsibility-assignment-in-systems-engineering.pdf","access_level":"closed"}],"keyword":["systems engineering (SE)","project management","model-based systems engineering (MBSE)"],"ddc":["620"],"language":[{"iso":"eng"}],"quality_controlled":"1","year":"2022","publisher":"Cambridge University Press (CUP)","date_created":"2022-06-27T07:51:41Z","title":"Responsibility Assignment in Systems Engineering"},{"language":[{"iso":"eng"}],"keyword":["design thinking","situation-specific","cross-organizational","software support"],"department":[{"_id":"66"},{"_id":"534"}],"user_id":"8447","_id":"32309","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"_id":"17","name":"SFB 901 - C5: SFB 901 - Subproject C5"}],"status":"public","abstract":[{"lang":"eng","text":"Due to the increasing influences of a VUCA world, design thinking workshops have been established as a standard technique to build solutions according to uncertain customer needs. Concerning the ongoing pandemic and rising development of solutions across organizations, more and more workshops were conducted online with software support. However, existing software tools insufficiently address the different workshop situations in terms of the process (i.e., fixed tasks to conduct), the place (e.g., static online whiteboards), and people (i.e., synchronous working of all stakeholders).\r\nTherefore, we propose a design science study to develop a situation-specific software support that can be configured with flexible development processes, different places, and task-related people. Based on practical experience in existing research projects, we derive the initial design requirements and map them to a set of design principles. Out of that, we design a concept with its implementation as a software tool and point out open challenges. "}],"publication":"Proceedings of the 5th International Workshop on Software-intensive Business (IWSiB'22) ","type":"conference","title":"Towards Situation-specific Software Support for Cross-organizational Design Thinking Processes","author":[{"first_name":"Sebastian","id":"47208","full_name":"Gottschalk, Sebastian","last_name":"Gottschalk"},{"orcid":"0000-0002-5967-833X","last_name":"Yigitbas","full_name":"Yigitbas, Enes","id":"8447","first_name":"Enes"},{"first_name":"Alexander","last_name":"Nowosad","full_name":"Nowosad, Alexander"},{"last_name":"Engels","full_name":"Engels, Gregor","id":"107","first_name":"Gregor"}],"date_created":"2022-07-01T08:14:16Z","date_updated":"2023-03-14T09:59:05Z","publisher":"ACM","citation":{"short":"S. Gottschalk, E. Yigitbas, A. Nowosad, G. Engels, in: Proceedings of the 5th International Workshop on Software-Intensive Business (IWSiB’22) , ACM, 2022.","bibtex":"@inproceedings{Gottschalk_Yigitbas_Nowosad_Engels_2022, title={Towards Situation-specific Software Support for Cross-organizational Design Thinking Processes}, booktitle={Proceedings of the 5th International Workshop on Software-intensive Business (IWSiB’22) }, publisher={ACM}, author={Gottschalk, Sebastian and Yigitbas, Enes and Nowosad, Alexander and Engels, Gregor}, year={2022} }","mla":"Gottschalk, Sebastian, et al. “Towards Situation-Specific Software Support for Cross-Organizational Design Thinking Processes.” <i>Proceedings of the 5th International Workshop on Software-Intensive Business (IWSiB’22) </i>, ACM, 2022.","apa":"Gottschalk, S., Yigitbas, E., Nowosad, A., &#38; Engels, G. (2022). Towards Situation-specific Software Support for Cross-organizational Design Thinking Processes. <i>Proceedings of the 5th International Workshop on Software-Intensive Business (IWSiB’22) </i>.","ieee":"S. Gottschalk, E. Yigitbas, A. Nowosad, and G. Engels, “Towards Situation-specific Software Support for Cross-organizational Design Thinking Processes,” 2022.","chicago":"Gottschalk, Sebastian, Enes Yigitbas, Alexander Nowosad, and Gregor Engels. “Towards Situation-Specific Software Support for Cross-Organizational Design Thinking Processes.” In <i>Proceedings of the 5th International Workshop on Software-Intensive Business (IWSiB’22) </i>. ACM, 2022.","ama":"Gottschalk S, Yigitbas E, Nowosad A, Engels G. Towards Situation-specific Software Support for Cross-organizational Design Thinking Processes. In: <i>Proceedings of the 5th International Workshop on Software-Intensive Business (IWSiB’22) </i>. ACM; 2022."},"year":"2022"},{"year":"2022","citation":{"apa":"Kappe, F., Zirngibl, C., Schleich, B., Bobbert, M., Wartzack, S., &#38; Meschut, G. (2022). Determining the influence of different process parameters on the versatile self-piercing riveting process using numerical methods. <i>Journal of Manufacturing Processes</i>, <i>84</i>, 1438–1448. <a href=\"https://doi.org/10.1016/j.jmapro.2022.11.019\">https://doi.org/10.1016/j.jmapro.2022.11.019</a>","mla":"Kappe, Fabian, et al. “Determining the Influence of Different Process Parameters on the Versatile Self-Piercing Riveting Process Using Numerical Methods.” <i>Journal of Manufacturing Processes</i>, vol. 84, Elsevier BV, 2022, pp. 1438–48, doi:<a href=\"https://doi.org/10.1016/j.jmapro.2022.11.019\">10.1016/j.jmapro.2022.11.019</a>.","short":"F. Kappe, C. Zirngibl, B. Schleich, M. Bobbert, S. Wartzack, G. Meschut, Journal of Manufacturing Processes 84 (2022) 1438–1448.","bibtex":"@article{Kappe_Zirngibl_Schleich_Bobbert_Wartzack_Meschut_2022, title={Determining the influence of different process parameters on the versatile self-piercing riveting process using numerical methods}, volume={84}, DOI={<a href=\"https://doi.org/10.1016/j.jmapro.2022.11.019\">10.1016/j.jmapro.2022.11.019</a>}, journal={Journal of Manufacturing Processes}, publisher={Elsevier BV}, author={Kappe, Fabian and Zirngibl, Christoph and Schleich, Benjamin and Bobbert, Mathias and Wartzack, Sandro and Meschut, Gerson}, year={2022}, pages={1438–1448} }","ieee":"F. Kappe, C. Zirngibl, B. Schleich, M. Bobbert, S. Wartzack, and G. Meschut, “Determining the influence of different process parameters on the versatile self-piercing riveting process using numerical methods,” <i>Journal of Manufacturing Processes</i>, vol. 84, pp. 1438–1448, 2022, doi: <a href=\"https://doi.org/10.1016/j.jmapro.2022.11.019\">10.1016/j.jmapro.2022.11.019</a>.","chicago":"Kappe, Fabian, Christoph Zirngibl, Benjamin Schleich, Mathias Bobbert, Sandro Wartzack, and Gerson Meschut. “Determining the Influence of Different Process Parameters on the Versatile Self-Piercing Riveting Process Using Numerical Methods.” <i>Journal of Manufacturing Processes</i> 84 (2022): 1438–48. <a href=\"https://doi.org/10.1016/j.jmapro.2022.11.019\">https://doi.org/10.1016/j.jmapro.2022.11.019</a>.","ama":"Kappe F, Zirngibl C, Schleich B, Bobbert M, Wartzack S, Meschut G. Determining the influence of different process parameters on the versatile self-piercing riveting process using numerical methods. <i>Journal of Manufacturing Processes</i>. 2022;84:1438-1448. doi:<a href=\"https://doi.org/10.1016/j.jmapro.2022.11.019\">10.1016/j.jmapro.2022.11.019</a>"},"page":"1438-1448","intvolume":"        84","publication_status":"published","quality_controlled":"1","publication_identifier":{"issn":["1526-6125"]},"title":"Determining the influence of different process parameters on the versatile self-piercing riveting process using numerical methods","doi":"10.1016/j.jmapro.2022.11.019","publisher":"Elsevier BV","date_updated":"2023-04-27T08:53:36Z","author":[{"first_name":"Fabian","full_name":"Kappe, Fabian","last_name":"Kappe"},{"full_name":"Zirngibl, Christoph","last_name":"Zirngibl","first_name":"Christoph"},{"last_name":"Schleich","full_name":"Schleich, Benjamin","first_name":"Benjamin"},{"first_name":"Mathias","last_name":"Bobbert","full_name":"Bobbert, Mathias"},{"full_name":"Wartzack, Sandro","last_name":"Wartzack","first_name":"Sandro"},{"full_name":"Meschut, Gerson","last_name":"Meschut","first_name":"Gerson"}],"date_created":"2022-12-06T13:57:46Z","volume":84,"status":"public","type":"journal_article","publication":"Journal of Manufacturing Processes","keyword":["Industrial and Manufacturing Engineering","Management Science and Operations Research","Strategy and Management"],"language":[{"iso":"eng"}],"project":[{"_id":"130","name":"TRR 285: TRR 285","grant_number":"418701707"},{"_id":"133","name":"TRR 285 - C: TRR 285 - Project Area C"},{"_id":"146","name":"TRR 285 – C02: TRR 285 - Subproject C02"},{"name":"TRR 285 - B: TRR 285 - Project Area B","_id":"132"},{"_id":"144","name":"TRR 285 – B05: TRR 285 - Subproject B05"}],"_id":"34244","user_id":"66459","department":[{"_id":"157"},{"_id":"630"}]},{"citation":{"short":"I. Gräßler, P. Hesse, Proceedings of the Design Society 2 (2022) 1001–1010.","bibtex":"@article{Gräßler_Hesse_2022, title={Approach to Sustainability-Based Assessment of Solution Alternatives in Early Stages of Product Engineering}, volume={2}, DOI={<a href=\"https://doi.org/10.1017/pds.2022.102\">10.1017/pds.2022.102</a>}, journal={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Gräßler, Iris and Hesse, Philipp}, year={2022}, pages={1001–1010} }","mla":"Gräßler, Iris, and Philipp Hesse. “Approach to Sustainability-Based Assessment of Solution Alternatives in Early Stages of Product Engineering.” <i>Proceedings of the Design Society</i>, vol. 2, Cambridge University Press (CUP), 2022, pp. 1001–10, doi:<a href=\"https://doi.org/10.1017/pds.2022.102\">10.1017/pds.2022.102</a>.","apa":"Gräßler, I., &#38; Hesse, P. (2022). Approach to Sustainability-Based Assessment of Solution Alternatives in Early Stages of Product Engineering. <i>Proceedings of the Design Society</i>, <i>2</i>, 1001–1010. <a href=\"https://doi.org/10.1017/pds.2022.102\">https://doi.org/10.1017/pds.2022.102</a>","ama":"Gräßler I, Hesse P. Approach to Sustainability-Based Assessment of Solution Alternatives in Early Stages of Product Engineering. <i>Proceedings of the Design Society</i>. 2022;2:1001-1010. doi:<a href=\"https://doi.org/10.1017/pds.2022.102\">10.1017/pds.2022.102</a>","chicago":"Gräßler, Iris, and Philipp Hesse. “Approach to Sustainability-Based Assessment of Solution Alternatives in Early Stages of Product Engineering.” <i>Proceedings of the Design Society</i> 2 (2022): 1001–10. <a href=\"https://doi.org/10.1017/pds.2022.102\">https://doi.org/10.1017/pds.2022.102</a>.","ieee":"I. Gräßler and P. Hesse, “Approach to Sustainability-Based Assessment of Solution Alternatives in Early Stages of Product Engineering,” <i>Proceedings of the Design Society</i>, vol. 2, pp. 1001–1010, 2022, doi: <a href=\"https://doi.org/10.1017/pds.2022.102\">10.1017/pds.2022.102</a>."},"intvolume":"         2","page":"1001-1010","publication_status":"published","publication_identifier":{"issn":["2732-527X"]},"conference":{"end_date":"27.05.2022","start_date":"24.05.2022","name":"International Design Conference (Design 2022)"},"doi":"10.1017/pds.2022.102","author":[{"first_name":"Iris","orcid":"0000-0001-5765-971X","last_name":"Gräßler","full_name":"Gräßler, Iris","id":"47565"},{"first_name":"Philipp","id":"60633","full_name":"Hesse, Philipp","last_name":"Hesse"}],"volume":2,"date_updated":"2023-05-10T07:25:35Z","status":"public","type":"journal_article","user_id":"60633","department":[{"_id":"9"},{"_id":"152"},{"_id":"321"}],"_id":"31691","year":"2022","quality_controlled":"1","title":"Approach to Sustainability-Based Assessment of Solution Alternatives in Early Stages of Product Engineering","date_created":"2022-06-07T05:58:07Z","publisher":"Cambridge University Press (CUP)","abstract":[{"text":"Sustainable product engineering is becoming increasingly important. This includes the development of environmentally friendly products and the design for recycling. In this paper a holistic method for the assessment of solution alternatives is presented, in which the stakeholder perspectives along the generic product lifecycle are taken into account. Finally, a new visualization is presented. By visualizing the results in the integrated sustainability triangle, decision-makers in product development can holistically assess the sustainability of the solution alternatives.","lang":"eng"}],"publication":"Proceedings of the Design Society","language":[{"iso":"eng"}],"keyword":["sustainability","decision making","generic product lifecycle","design analysis","ecodesign"]},{"abstract":[{"lang":"eng","text":"The construct of noticing is considered to be of crucial importance for professional action of (prospective) physical education (PE) teachers in the context of (inclusive) PE. In order to implement the demands of inclusive PE teaching, noticingwith regard to processes of recognition proves to be particularly significant. Due to the relevance of physicality, the design of recognition relationships that encourage pupils' development results in specific requirements for the selective attention and the theory-based interpretation of processes of recognition and disregard in complex teaching situations. This facet of competence has hardly been studied so far, partly due to the lack of instruments for standardised assessment of this construct. In the context of this paper, the development and validation of a standardised, video vignette-based test instrument for the measurement of noticingwith regard to processes of recognition of prospective PE teachers is presented. The validation focuses on the content of the test and the internal structure of the instrument as well as on correlations with related constructs in terms of content. The results from three consecutive validation studies provide indications of the reliability and validity of the test score interpretation of the instrument ViProQiS_A. The findings so far indicate that the standardised measurement of noticingwith regard to processes of recognitionin inclusive PE could be realized on the basis of the test instrument developed here."}],"publication":"German Journal of Exercise and Sport Research","keyword":["Physical education teacher education","Competence modelling and","measurement","Inclusive physical education","Video-based items","Noticing"],"language":[{"iso":"eng"}],"external_id":{"isi":["000788945100004"]},"year":"2022","quality_controlled":"1","issue":"3","title":"Development and validation of a video-based test instrument to measure noticing with regard to processes ofrecognition in inclusive physical education","publisher":"Springer","date_created":"2022-12-22T09:22:45Z","status":"public","type":"journal_article","article_type":"original","isi":"1","_id":"34820","user_id":"49063","department":[{"_id":"97"},{"_id":"611"}],"citation":{"ieee":"W. Langer, J. Bruns, and J. Erhorn, “Development and validation of a video-based test instrument to measure noticing with regard to processes ofrecognition in inclusive physical education,” <i>German Journal of Exercise and Sport Research</i>, vol. 52, no. 3, pp. 386–397, 2022, doi: <a href=\"https://doi.org/10.1007/s12662-022-00807-0\">10.1007/s12662-022-00807-0</a>.","chicago":"Langer, Wiebke, Julia Bruns, and Jan Erhorn. “Development and Validation of a Video-Based Test Instrument to Measure Noticing with Regard to Processes Ofrecognition in Inclusive Physical Education.” <i>German Journal of Exercise and Sport Research</i> 52, no. 3 (2022): 386–97. <a href=\"https://doi.org/10.1007/s12662-022-00807-0\">https://doi.org/10.1007/s12662-022-00807-0</a>.","ama":"Langer W, Bruns J, Erhorn J. Development and validation of a video-based test instrument to measure noticing with regard to processes ofrecognition in inclusive physical education. <i>German Journal of Exercise and Sport Research</i>. 2022;52(3):386-397. doi:<a href=\"https://doi.org/10.1007/s12662-022-00807-0\">10.1007/s12662-022-00807-0</a>","apa":"Langer, W., Bruns, J., &#38; Erhorn, J. (2022). Development and validation of a video-based test instrument to measure noticing with regard to processes ofrecognition in inclusive physical education. <i>German Journal of Exercise and Sport Research</i>, <i>52</i>(3), 386–397. <a href=\"https://doi.org/10.1007/s12662-022-00807-0\">https://doi.org/10.1007/s12662-022-00807-0</a>","short":"W. Langer, J. Bruns, J. Erhorn, German Journal of Exercise and Sport Research 52 (2022) 386–397.","mla":"Langer, Wiebke, et al. “Development and Validation of a Video-Based Test Instrument to Measure Noticing with Regard to Processes Ofrecognition in Inclusive Physical Education.” <i>German Journal of Exercise and Sport Research</i>, vol. 52, no. 3, Springer, 2022, pp. 386–97, doi:<a href=\"https://doi.org/10.1007/s12662-022-00807-0\">10.1007/s12662-022-00807-0</a>.","bibtex":"@article{Langer_Bruns_Erhorn_2022, title={Development and validation of a video-based test instrument to measure noticing with regard to processes ofrecognition in inclusive physical education}, volume={52}, DOI={<a href=\"https://doi.org/10.1007/s12662-022-00807-0\">10.1007/s12662-022-00807-0</a>}, number={3}, journal={German Journal of Exercise and Sport Research}, publisher={Springer}, author={Langer, Wiebke and Bruns, Julia and Erhorn, Jan}, year={2022}, pages={386–397} }"},"page":"386-397","intvolume":"        52","publication_status":"published","publication_identifier":{"eissn":["2509-3150"],"issn":["2509-3142"]},"doi":"10.1007/s12662-022-00807-0","date_updated":"2023-06-20T19:10:42Z","author":[{"last_name":"Langer","full_name":"Langer, Wiebke","first_name":"Wiebke"},{"orcid":"https://orcid.org/0000-0002-6604-5864","last_name":"Bruns","full_name":"Bruns, Julia","id":"72183","first_name":"Julia"},{"first_name":"Jan","last_name":"Erhorn","full_name":"Erhorn, Jan"}],"volume":52},{"status":"public","type":"journal_article","article_number":"102920","department":[{"_id":"613"},{"_id":"27"},{"_id":"518"}],"user_id":"75963","_id":"33684","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"intvolume":"       111","citation":{"ama":"Schade R, Kenter T, Elgabarty H, et al. Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms. <i>Parallel Computing</i>. 2022;111. doi:<a href=\"https://doi.org/10.1016/j.parco.2022.102920\">10.1016/j.parco.2022.102920</a>","ieee":"R. Schade <i>et al.</i>, “Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms,” <i>Parallel Computing</i>, vol. 111, Art. no. 102920, 2022, doi: <a href=\"https://doi.org/10.1016/j.parco.2022.102920\">10.1016/j.parco.2022.102920</a>.","chicago":"Schade, Robert, Tobias Kenter, Hossam Elgabarty, Michael Lass, Ole Schütt, Alfio Lazzaro, Hans Pabst, et al. “Towards Electronic Structure-Based Ab-Initio Molecular Dynamics Simulations with Hundreds of Millions of Atoms.” <i>Parallel Computing</i> 111 (2022). <a href=\"https://doi.org/10.1016/j.parco.2022.102920\">https://doi.org/10.1016/j.parco.2022.102920</a>.","apa":"Schade, R., Kenter, T., Elgabarty, H., Lass, M., Schütt, O., Lazzaro, A., Pabst, H., Mohr, S., Hutter, J., Kühne, T., &#38; Plessl, C. (2022). Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms. <i>Parallel Computing</i>, <i>111</i>, Article 102920. <a href=\"https://doi.org/10.1016/j.parco.2022.102920\">https://doi.org/10.1016/j.parco.2022.102920</a>","short":"R. Schade, T. Kenter, H. Elgabarty, M. Lass, O. Schütt, A. Lazzaro, H. Pabst, S. Mohr, J. Hutter, T. Kühne, C. Plessl, Parallel Computing 111 (2022).","bibtex":"@article{Schade_Kenter_Elgabarty_Lass_Schütt_Lazzaro_Pabst_Mohr_Hutter_Kühne_et al._2022, title={Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms}, volume={111}, DOI={<a href=\"https://doi.org/10.1016/j.parco.2022.102920\">10.1016/j.parco.2022.102920</a>}, number={102920}, journal={Parallel Computing}, publisher={Elsevier BV}, author={Schade, Robert and Kenter, Tobias and Elgabarty, Hossam and Lass, Michael and Schütt, Ole and Lazzaro, Alfio and Pabst, Hans and Mohr, Stephan and Hutter, Jürg and Kühne, Thomas and et al.}, year={2022} }","mla":"Schade, Robert, et al. “Towards Electronic Structure-Based Ab-Initio Molecular Dynamics Simulations with Hundreds of Millions of Atoms.” <i>Parallel Computing</i>, vol. 111, 102920, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.parco.2022.102920\">10.1016/j.parco.2022.102920</a>."},"publication_identifier":{"issn":["0167-8191"]},"publication_status":"published","doi":"10.1016/j.parco.2022.102920","main_file_link":[{"open_access":"1","url":"https://www.sciencedirect.com/science/article/pii/S0167819122000242"}],"volume":111,"author":[{"first_name":"Robert","orcid":"0000-0002-6268-539","last_name":"Schade","full_name":"Schade, Robert","id":"75963"},{"last_name":"Kenter","full_name":"Kenter, Tobias","id":"3145","first_name":"Tobias"},{"first_name":"Hossam","orcid":"0000-0002-4945-1481","last_name":"Elgabarty","id":"60250","full_name":"Elgabarty, Hossam"},{"first_name":"Michael","last_name":"Lass","orcid":"0000-0002-5708-7632","id":"24135","full_name":"Lass, Michael"},{"full_name":"Schütt, Ole","last_name":"Schütt","first_name":"Ole"},{"first_name":"Alfio","full_name":"Lazzaro, Alfio","last_name":"Lazzaro"},{"first_name":"Hans","full_name":"Pabst, Hans","last_name":"Pabst"},{"full_name":"Mohr, Stephan","last_name":"Mohr","first_name":"Stephan"},{"last_name":"Hutter","full_name":"Hutter, Jürg","first_name":"Jürg"},{"first_name":"Thomas","full_name":"Kühne, Thomas","id":"49079","last_name":"Kühne"},{"first_name":"Christian","orcid":"0000-0001-5728-9982","last_name":"Plessl","full_name":"Plessl, Christian","id":"16153"}],"date_updated":"2023-08-02T15:03:55Z","oa":"1","publication":"Parallel Computing","language":[{"iso":"eng"}],"keyword":["Artificial Intelligence","Computer Graphics and Computer-Aided Design","Computer Networks and Communications","Hardware and Architecture","Theoretical Computer Science","Software"],"year":"2022","quality_controlled":"1","title":"Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms","date_created":"2022-10-11T08:17:02Z","publisher":"Elsevier BV"},{"quality_controlled":"1","year":"2022","page":"67-76","citation":{"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>","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} }","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>.","short":"R.-S. Götte, J. Timmermann, in: 2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC), 2022, pp. 67–76.","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>","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>."},"date_updated":"2024-11-13T08:43:28Z","oa":"1","author":[{"last_name":"Götte","full_name":"Götte, Ricarda-Samantha","id":"43992","first_name":"Ricarda-Samantha"},{"id":"15402","full_name":"Timmermann, Julia","last_name":"Timmermann","first_name":"Julia"}],"date_created":"2021-10-19T14:47:17Z","title":"Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering","doi":"10.1109/AIRC56195.2022.9836982","conference":{"location":"Cairo, Egypt","end_date":"2021-12-10","start_date":"2021-12-08","name":"3rd International Conference on Artificial Intelligence, Robotics and Control"},"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":[{"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.","lang":"eng"}],"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"}]},{"date_updated":"2024-11-13T08:44:17Z","date_created":"2022-02-09T12:50:25Z","author":[{"first_name":"Michael","id":"29222","full_name":"Hesse, Michael","last_name":"Hesse"},{"first_name":"Matthias","full_name":"Hunstig, Matthias","last_name":"Hunstig"},{"last_name":"Timmermann","id":"15402","full_name":"Timmermann, Julia","first_name":"Julia"},{"first_name":"Ansgar","last_name":"Trächtler","full_name":"Trächtler, Ansgar","id":"552"}],"title":"Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design","conference":{"name":"11th International Conference on Pattern Recognition Applications and Methods","start_date":"2022-02-03","end_date":"2022-02-05","location":"Online"},"quality_controlled":"1","publication_identifier":{"isbn":["978-989-758-549-4"]},"year":"2022","page":"383-394","citation":{"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.","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.","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.","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."},"_id":"29803","department":[{"_id":"153"},{"_id":"880"}],"user_id":"82875","keyword":["Bayesian optimization","Wire bonding","Feed-forward control","model-free design"],"language":[{"iso":"eng"}],"publication":"Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)","type":"conference","abstract":[{"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.","lang":"eng"}],"status":"public"},{"keyword":["Approximate computing","Design space exploration","Accelerator synthesis"],"language":[{"iso":"eng"}],"_id":"22309","department":[{"_id":"78"}],"user_id":"64665","abstract":[{"lang":"eng","text":"Approximate computing (AC) has acquired significant maturity in recent years as a promising approach to obtain energy and area-efficient hardware. Automated approximate accelerator synthesis involves a great deal of complexity on the size of design space which exponentially grows with the number of possible approximations. Design space exploration of approximate accelerator synthesis is usually targeted via heuristic-based search methods. The majority of existing frameworks prune a large part of the design space using a greedy-based approach to keep the problem tractable. Therefore, they result in inferior solutions since many potential solutions are neglected in the pruning process without the possibility of backtracking of removed approximate instances. In this paper, we address the aforementioned issue by adopting Monte Carlo Tree Search (MCTS), as an efficient stochastic learning-based search algorithm, in the context of automated synthesis of approximate accelerators. This enables the synthesis frameworks to deeply subsamples the design space of approximate accelerator synthesis toward most promising approximate instances based on the required performance goals, i.e., power consumption, area, or/and delay. We investigated the challenges of providing an efficient open-source framework that benefits analytical and search-based approximation techniques simultaneously to both speed up the synthesis runtime and improve the quality of obtained results. Besides, we studied the utilization of machine learning algorithms to improve the performance of several critical steps, i.e., accelerator quality testing, in the synthesis framework. The proposed framework can help the community to rapidly generate efficient approximate accelerators in a reasonable runtime."}],"status":"public","publication":"Proceedings of IEEE Computer Society Annual Symposium on VLSI","type":"conference","title":"MCTS-Based Synthesis Towards Efficient Approximate Accelerators","conference":{"location":"Tampa, Florida USA (Virtual)","end_date":"2021-07-09","start_date":"2021-07-07","name":"IEEE Computer Society Annual Symposium on VLSI"},"publisher":"IEEE","date_updated":"2022-01-06T06:55:31Z","author":[{"last_name":"Awais","orcid":"https://orcid.org/0000-0003-4148-2969","id":"64665","full_name":"Awais, Muhammad","first_name":"Muhammad"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"}],"date_created":"2021-06-14T14:05:17Z","year":"2021","page":"384-389","citation":{"ieee":"M. Awais and M. Platzner, “MCTS-Based Synthesis Towards Efficient Approximate Accelerators,” in <i>Proceedings of IEEE Computer Society Annual Symposium on VLSI</i>, Tampa, Florida USA (Virtual), 2021, pp. 384–389.","chicago":"Awais, Muhammad, and Marco Platzner. “MCTS-Based Synthesis Towards Efficient Approximate Accelerators.” In <i>Proceedings of IEEE Computer Society Annual Symposium on VLSI</i>, 384–89. IEEE, 2021.","ama":"Awais M, Platzner M. MCTS-Based Synthesis Towards Efficient Approximate Accelerators. In: <i>Proceedings of IEEE Computer Society Annual Symposium on VLSI</i>. IEEE; 2021:384-389.","apa":"Awais, M., &#38; Platzner, M. (2021). MCTS-Based Synthesis Towards Efficient Approximate Accelerators. <i>Proceedings of IEEE Computer Society Annual Symposium on VLSI</i>, 384–389.","mla":"Awais, Muhammad, and Marco Platzner. “MCTS-Based Synthesis Towards Efficient Approximate Accelerators.” <i>Proceedings of IEEE Computer Society Annual Symposium on VLSI</i>, IEEE, 2021, pp. 384–89.","short":"M. Awais, M. Platzner, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, IEEE, 2021, pp. 384–389.","bibtex":"@inproceedings{Awais_Platzner_2021, title={MCTS-Based Synthesis Towards Efficient Approximate Accelerators}, booktitle={Proceedings of IEEE Computer Society Annual Symposium on VLSI}, publisher={IEEE}, author={Awais, Muhammad and Platzner, Marco}, year={2021}, pages={384–389} }"}},{"type":"conference","publication":"Proceedings of the 29th European Conference on Information Systems (ECIS)","status":"public","abstract":[{"text":"Platform-based business models underlie the success of many of today’s largest, fastest-growing, and most disruptive companies. Despite the success of prominent examples, such as Uber and Airbnb, creating a profitable platform ecosystem presents a key challenge for many companies across all industries. Although research provides knowledge about platforms’ different value drivers (e.g., network effects), companies that seek to transform their current business model into a platform-based one lack an artifact to reduce knowledge boundaries, collaborate effectively, and cope with the complexities and dynamics of platform ecosystems. We address this challenge by developing two artifacts and combining research from variability modeling, business model dependencies, and system dynamics. This paper presents a design science research approach to develop the platform ecosystem modeling language and the platform ecosystem development tool that support researcher and practitioner by visualizing and simulating platform ecosystems. ","lang":"eng"}],"user_id":"47208","department":[{"_id":"66"},{"_id":"534"},{"_id":"276"}],"project":[{"name":"SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C5","_id":"17"}],"_id":"21727","language":[{"iso":"eng"}],"keyword":["Platform Ecosystems","Platform Ecosystem Modeling Language","Platform Ecosystem Development Tool","Business Models","Design Science"],"publication_status":"accepted","citation":{"apa":"Vorbohle, C., &#38; Gottschalk, S. (n.d.). Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems . In <i>Proceedings of the 29th European Conference on Information Systems (ECIS)</i>. Virtual Conference/Workshop: AIS.","mla":"Vorbohle, Christian, and Sebastian Gottschalk. “Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems .” <i>Proceedings of the 29th European Conference on Information Systems (ECIS)</i>, AIS.","bibtex":"@inproceedings{Vorbohle_Gottschalk, title={Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems }, booktitle={Proceedings of the 29th European Conference on Information Systems (ECIS)}, publisher={AIS}, author={Vorbohle, Christian and Gottschalk, Sebastian} }","short":"C. Vorbohle, S. Gottschalk, in: Proceedings of the 29th European Conference on Information Systems (ECIS), AIS, n.d.","ama":"Vorbohle C, Gottschalk S. Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems . In: <i>Proceedings of the 29th European Conference on Information Systems (ECIS)</i>. AIS.","ieee":"C. Vorbohle and S. Gottschalk, “Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems ,” in <i>Proceedings of the 29th European Conference on Information Systems (ECIS)</i>, Virtual Conference/Workshop.","chicago":"Vorbohle, Christian, and Sebastian Gottschalk. “Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems .” In <i>Proceedings of the 29th European Conference on Information Systems (ECIS)</i>. AIS, n.d."},"year":"2021","date_created":"2021-04-23T13:38:54Z","author":[{"id":"29951","full_name":"Vorbohle, Christian","last_name":"Vorbohle","first_name":"Christian"},{"first_name":"Sebastian","last_name":"Gottschalk","id":"47208","full_name":"Gottschalk, Sebastian"}],"date_updated":"2022-01-06T06:55:12Z","publisher":"AIS","conference":{"name":"29th European Conference on Information Systems (ECIS)","location":"Virtual Conference/Workshop"},"title":"Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems "},{"language":[{"iso":"eng"}],"file_date_updated":"2022-12-30T22:15:15Z","ddc":["000"],"keyword":["Enterprise Architecture","Architectural Design Decisions","Open Platforms"],"user_id":"36399","department":[{"_id":"66"}],"project":[{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C5","_id":"17"},{"name":"SFB 901: SFB 901","_id":"1"}],"_id":"28683","file":[{"date_updated":"2022-12-30T22:15:15Z","creator":"bahareh","date_created":"2022-12-30T22:15:15Z","file_size":9125342,"file_id":"35069","access_level":"closed","file_name":"Bahar_Schwichtenberg_Thesis.pdf","content_type":"application/pdf","success":1,"relation":"main_file"}],"status":"public","abstract":[{"lang":"ger","text":"In den letzten Jahren haben sich Software-Ökosysteme als neue, erfolgreiche Geschäftsform etabliert. Unternehmen agieren hierbei als Anbieter von Software-Plattformen, auf denen Drittanbieter Softwarelösungen für den Markt anbieten können.  Etablierte Beispiele sind hierbei sogenannte App-Stores, die z.B. von Google oder Apple angeboten werden.\r\n\r\nBeim Aufbau von Software-Ökosystemen müssen vom Plattformanbieter viele architektonische Entwurfsentscheidungen getroffen werden. Bisher gibt es keine Architekturrichtlinien und -werkzeuge, die den Entwurf einer Ökosystemarchitektur unterstützen. Dadurch fehlt hier systematisches, wiederverwendbares Wissen. Plattformanbieter müssen auf ad-hoc Entscheidungen zurückgreifen. Dies kann dann zu Problemen im Betrieb der Software-Plattformen führen, zu erhöhten Ausfallrisiken und Mehrkosten.\r\n\r\nDer Mangel an Architekturwissen manifestiert sich konkret in zwei Gruppen von Herausforderungen: Erstens fehlt eine Wissensbasis zu Architekturalternativen und zweitens fehlt es an methodischem Wissen zu Entwicklung und Betrieb von Software-Ökosystemen. Eine Architekturwissensbasis würde Orientierungshilfen zu den Bestandteilen von Software-Ökosystemen und deren Abhängigkeiten geben, während methodisches Wissen die Erstellung dieser Systeme erleichtern würde.\r\n\r\nIn der Dissertation werden diese Herausforderungen durch die Entwicklung des Frameworks SecoArc für die Modellierung von Software-Ökosystemen angegangen. Der Beitrag der Dissertation ist zweifach: \r\n1.\tDas SecoArc-Framework umfasst eine Architekturwissensbasis, die wiederverwendbare Architekturentwurfsentscheidungen\r\nvon Software-Ökosystemen enthält. Die Wissensbasis wurde entwickelt, indem das Architekturwissen bestehender Ökosysteme sowie aus existierender Fachliteratur ermittelt wurde und in einer Produktlinie für Software-Ökosysteme konsolidiert wurde. Die Produktlinie umfasst architektonische Gemeinsamkeiten und Variabilitäten von Software-Ökosystemen. \r\n2.\tDas SecoArc-Framework liefert methodisches Wissen, um die Ökosystemarchitektur in Modellen zu entwerfen und zu analysieren. Dieses Wissen wurde entwickelt, indem drei Architekturmuster identifiziert wurden. Jedes Muster erfasst unterschiedliche Beziehungen zwischen architektonischen Entwurfsentscheidungen zu den Qualitätsmerkmalen einer Ökosystemgesundheit und der Erreichung von Geschäftszielen. \r\n\r\nDie Architekturmuster und die Produktlinie wurden dazu genutzt, ein Modellierungsframework zu entwickeln und in Form eines Prototypen umzusetzen, welches einen Entwurfsprozess, eine Modellierungssprache und eine Architekturanalysetechnik umfasst. Es erleichtert das Modellieren, Analysieren und Vergleichen von Ökosystemarchitekturen.\r\n\r\nDie Ergebnisse der Dissertation wurden im Rahmen von zwei Studien evaluiert. In der ersten Validierungsstudie wurden das Framework sowie der Prototyp verwendet, um zwei alternative Ökosystemarchitekturen zu entwerfen und zu analysieren. In der zweiten Studie wurde eine Analyse von existierenden Ökosystemen basierend auf den architektonischen Variabilitäten des Frameworks durchgeführt."}],"type":"dissertation","doi":"10.17619/UNIPB/1-1270 ","title":"Modeling and Analyzing Software Ecosystems","date_created":"2021-12-13T07:20:33Z","author":[{"first_name":"Bahar","id":"36399","full_name":"Schwichtenberg, Bahar","last_name":"Schwichtenberg"}],"supervisor":[{"first_name":"Gregor","last_name":"Engels","id":"107","full_name":"Engels, Gregor"}],"date_updated":"2022-12-30T22:15:37Z","citation":{"ama":"Schwichtenberg B. <i>Modeling and Analyzing Software Ecosystems</i>.; 2021. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1270 \">10.17619/UNIPB/1-1270 </a>","chicago":"Schwichtenberg, Bahar. <i>Modeling and Analyzing Software Ecosystems</i>, 2021. <a href=\"https://doi.org/10.17619/UNIPB/1-1270 \">https://doi.org/10.17619/UNIPB/1-1270 </a>.","ieee":"B. Schwichtenberg, <i>Modeling and Analyzing Software Ecosystems</i>. 2021.","mla":"Schwichtenberg, Bahar. <i>Modeling and Analyzing Software Ecosystems</i>. 2021, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1270 \">10.17619/UNIPB/1-1270 </a>.","bibtex":"@book{Schwichtenberg_2021, title={Modeling and Analyzing Software Ecosystems}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1270 \">10.17619/UNIPB/1-1270 </a>}, author={Schwichtenberg, Bahar}, year={2021} }","short":"B. Schwichtenberg, Modeling and Analyzing Software Ecosystems, 2021.","apa":"Schwichtenberg, B. (2021). <i>Modeling and Analyzing Software Ecosystems</i>. <a href=\"https://doi.org/10.17619/UNIPB/1-1270 \">https://doi.org/10.17619/UNIPB/1-1270 </a>"},"year":"2021","has_accepted_license":"1"},{"editor":[{"last_name":"Goedicke","full_name":"Goedicke, Michael","first_name":"Michael"},{"first_name":"Erich ","full_name":"Neuhold, Erich ","last_name":"Neuhold"},{"first_name":"Kai","last_name":"Rannenberg","full_name":"Rannenberg, Kai"}],"status":"public","type":"book_chapter","_id":"29720","user_id":"21145","series_title":"IFIP Advances in Information and Communication Technology","department":[{"_id":"67"}],"citation":{"ama":"Passey D, Brinda T, Cornu B, et al. Computers and Education – Recognising Opportunities and Managing Challenges. In: Goedicke M, Neuhold E, Rannenberg K, eds. <i>Advancing Research in Information and Communication Technology</i>. Vol AICT-600. IFIP Advances in Information and Communication Technology. Springer, Cham; 2021:129-152. doi:<a href=\"https://doi.org/10.1007/978-3-030-81701-5_5\">10.1007/978-3-030-81701-5_5</a>","chicago":"Passey, Don, Torsten Brinda, Bernard Cornu, Jaana Holvikivi, Cathy Lewin, Johannes Magenheim, Raymond Morel, et al. “Computers and Education – Recognising Opportunities and Managing Challenges.” In <i>Advancing Research in Information and Communication Technology</i>, edited by Michael Goedicke, Erich  Neuhold, and Kai Rannenberg, AICT-600:129–52. IFIP Advances in Information and Communication Technology. Springer, Cham, 2021. <a href=\"https://doi.org/10.1007/978-3-030-81701-5_5\">https://doi.org/10.1007/978-3-030-81701-5_5</a>.","ieee":"D. Passey <i>et al.</i>, “Computers and Education – Recognising Opportunities and Managing Challenges,” in <i>Advancing Research in Information and Communication Technology</i>, vol. AICT-600, M. Goedicke, E. Neuhold, and K. Rannenberg, Eds. Springer, Cham, 2021, pp. 129–152.","apa":"Passey, D., Brinda, T., Cornu, B., Holvikivi, J., Lewin, C., Magenheim, J., Morel, R., Osorio, J., Tatnall, A., Thompson, B., &#38; Webb, M. (2021). Computers and Education – Recognising Opportunities and Managing Challenges. In M. Goedicke, E. Neuhold, &#38; K. Rannenberg (Eds.), <i>Advancing Research in Information and Communication Technology: Vol. AICT-600</i> (pp. 129–152). Springer, Cham. <a href=\"https://doi.org/10.1007/978-3-030-81701-5_5\">https://doi.org/10.1007/978-3-030-81701-5_5</a>","short":"D. Passey, T. Brinda, B. Cornu, J. Holvikivi, C. Lewin, J. Magenheim, R. Morel, J. Osorio, A. Tatnall, B. Thompson, M. Webb, in: M. Goedicke, E. Neuhold, K. Rannenberg (Eds.), Advancing Research in Information and Communication Technology, Springer, Cham, 2021, pp. 129–152.","mla":"Passey, Don, et al. “Computers and Education – Recognising Opportunities and Managing Challenges.” <i>Advancing Research in Information and Communication Technology</i>, edited by Michael Goedicke et al., vol. AICT-600, Springer, Cham, 2021, pp. 129–52, doi:<a href=\"https://doi.org/10.1007/978-3-030-81701-5_5\">10.1007/978-3-030-81701-5_5</a>.","bibtex":"@inbook{Passey_Brinda_Cornu_Holvikivi_Lewin_Magenheim_Morel_Osorio_Tatnall_Thompson_et al._2021, series={IFIP Advances in Information and Communication Technology}, title={Computers and Education – Recognising Opportunities and Managing Challenges}, volume={AICT-600}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-81701-5_5\">10.1007/978-3-030-81701-5_5</a>}, booktitle={Advancing Research in Information and Communication Technology}, publisher={Springer, Cham}, author={Passey, Don and Brinda, Torsten and Cornu, Bernard and Holvikivi, Jaana and Lewin, Cathy and Magenheim, Johannes and Morel, Raymond and Osorio, Javier and Tatnall, Arthur and Thompson, Barrie and et al.}, editor={Goedicke, Michael and Neuhold, Erich  and Rannenberg, Kai}, year={2021}, pages={129–152}, collection={IFIP Advances in Information and Communication Technology} }"},"page":"129-152","publication_identifier":{"eissn":["1868-422X"],"isbn":["978-3-030-81700-8"]},"doi":"10.1007/978-3-030-81701-5_5","conference":{"name":"IFIP International Federation for Information Processing 2021"},"date_updated":"2022-02-02T12:00:18Z","author":[{"first_name":"Don","last_name":"Passey","full_name":"Passey, Don"},{"first_name":"Torsten","last_name":"Brinda","full_name":"Brinda, Torsten"},{"last_name":"Cornu","full_name":"Cornu, Bernard","first_name":"Bernard"},{"first_name":"Jaana","last_name":"Holvikivi","full_name":"Holvikivi, Jaana"},{"first_name":"Cathy","full_name":"Lewin, Cathy","last_name":"Lewin"},{"full_name":"Magenheim, Johannes","last_name":"Magenheim","first_name":"Johannes"},{"last_name":"Morel","full_name":"Morel, Raymond","first_name":"Raymond"},{"last_name":"Osorio","full_name":"Osorio, Javier","first_name":"Javier"},{"first_name":"Arthur","last_name":"Tatnall","full_name":"Tatnall, Arthur"},{"first_name":"Barrie","full_name":"Thompson, Barrie","last_name":"Thompson"},{"full_name":"Webb, Mary","last_name":"Webb","first_name":"Mary"}],"volume":"AICT-600","publication":"Advancing Research in Information and Communication Technology","keyword":["Educational technologies","Education and technologies","Digital technologies and education","Information technologies","Communication technologies","Educational technologies and research","Educational technologies and pedagogical practices","Educational technologies and policy","Educational management and technologies","Professional development and educational technologies"],"language":[{"iso":"eng"}],"year":"2021","title":"Computers and Education – Recognising Opportunities and Managing Challenges","publisher":"Springer, Cham","date_created":"2022-02-02T08:24:58Z"},{"intvolume":"         9","citation":{"apa":"Bender, A. (2021). A Multi-Model-Particle Filtering-Based Prognostic Approach to Consider Uncertainties in RUL Predictions. <i>Machines</i>, <i>9</i>(10), Article 210. <a href=\"https://doi.org/10.3390/machines9100210\">https://doi.org/10.3390/machines9100210</a>","mla":"Bender, Amelie. “A Multi-Model-Particle Filtering-Based Prognostic Approach to Consider Uncertainties in RUL Predictions.” <i>Machines</i>, vol. 9, no. 10, 210, 2021, doi:<a href=\"https://doi.org/10.3390/machines9100210\">10.3390/machines9100210</a>.","bibtex":"@article{Bender_2021, title={A Multi-Model-Particle Filtering-Based Prognostic Approach to Consider Uncertainties in RUL Predictions}, volume={9}, DOI={<a href=\"https://doi.org/10.3390/machines9100210\">10.3390/machines9100210</a>}, number={10210}, journal={Machines}, author={Bender, Amelie}, year={2021} }","short":"A. Bender, Machines 9 (2021).","ieee":"A. Bender, “A Multi-Model-Particle Filtering-Based Prognostic Approach to Consider Uncertainties in RUL Predictions,” <i>Machines</i>, vol. 9, no. 10, Art. no. 210, 2021, doi: <a href=\"https://doi.org/10.3390/machines9100210\">10.3390/machines9100210</a>.","chicago":"Bender, Amelie. “A Multi-Model-Particle Filtering-Based Prognostic Approach to Consider Uncertainties in RUL Predictions.” <i>Machines</i> 9, no. 10 (2021). <a href=\"https://doi.org/10.3390/machines9100210\">https://doi.org/10.3390/machines9100210</a>.","ama":"Bender A. A Multi-Model-Particle Filtering-Based Prognostic Approach to Consider Uncertainties in RUL Predictions. <i>Machines</i>. 2021;9(10). doi:<a href=\"https://doi.org/10.3390/machines9100210\">10.3390/machines9100210</a>"},"publication_identifier":{"issn":["2075-1702"]},"publication_status":"published","doi":"10.3390/machines9100210","main_file_link":[{"url":"https://www.mdpi.com/2075-1702/9/10/210","open_access":"1"}],"oa":"1","date_updated":"2022-11-03T11:42:46Z","volume":9,"author":[{"last_name":"Bender","id":"54290","full_name":"Bender, Amelie","first_name":"Amelie"}],"status":"public","type":"journal_article","article_type":"original","article_number":"210","_id":"25046","department":[{"_id":"151"}],"user_id":"54290","year":"2021","quality_controlled":"1","issue":"10","title":"A Multi-Model-Particle Filtering-Based Prognostic Approach to Consider Uncertainties in RUL Predictions","date_created":"2021-09-27T07:07:58Z","abstract":[{"text":"<jats:p>While increasing digitalization enables multiple advantages for a reliable operation of technical systems, a remaining challenge in the context of condition monitoring is seen in suitable consideration of uncertainties affecting the monitored system. Therefore, a suitable prognostic approach to predict the remaining useful lifetime of complex technical systems is required. To handle different kinds of uncertainties, a novel Multi-Model-Particle Filtering-based prognostic approach is developed and evaluated by the use case of rubber-metal-elements. These elements are maintained preventively due to the strong influence of uncertainties on their behavior. In this paper, two measurement quantities are compared concerning their ability to establish a prediction of the remaining useful lifetime of the monitored elements and the influence of present uncertainties. Based on three performance indices, the results are evaluated. A comparison with predictions of a classical Particle Filter underlines the superiority of the developed Multi-Model-Particle Filter. Finally, the value of the developed method for enabling condition monitoring of technical systems related to uncertainties is given exemplary by a comparison between the preventive and the predictive maintenance strategy for the use case.</jats:p>","lang":"eng"}],"publication":"Machines","keyword":["prognostics","RUL predictions","particle filter","uncertainty consideration","Multi-Model-Particle Filter","model-based approach","rubber-metal-elements","predictive maintenance"],"language":[{"iso":"eng"}]},{"date_updated":"2023-01-06T12:17:27Z","author":[{"id":"30984","full_name":"Goller, Michael","last_name":"Goller","orcid":"0000-0002-2820-9178","first_name":"Michael"},{"first_name":"Carina","last_name":"Caruso","full_name":"Caruso, Carina","id":"23123"},{"orcid":"https://orcid.org/0000-0002-3570-7626","last_name":"Harteis","id":"27503","full_name":"Harteis, Christian","first_name":"Christian"}],"date_created":"2023-01-04T10:08:59Z","volume":8,"title":"Digitalisation in Agriculture: Knowledge and Learning Requirements of German Dairy Farmers","doi":"10.13152/IJRVET.8.2.4.","publication_status":"published","publication_identifier":{"issn":["2197-8646"]},"issue":"2","year":"2021","citation":{"apa":"Goller, M., Caruso, C., &#38; Harteis, C. (2021). Digitalisation in Agriculture: Knowledge and Learning Requirements of German Dairy Farmers. <i>International Journal for Research in Vocational Education and Training</i>, <i>8</i>(2), 208–223. <a href=\"https://doi.org/10.13152/IJRVET.8.2.4.\">https://doi.org/10.13152/IJRVET.8.2.4.</a>","short":"M. Goller, C. Caruso, C. Harteis, International Journal for Research in Vocational Education and Training 8 (2021) 208–223.","mla":"Goller, Michael, et al. “Digitalisation in Agriculture: Knowledge and Learning Requirements of German Dairy Farmers.” <i>International Journal for Research in Vocational Education and Training</i>, vol. 8, no. 2, 2021, pp. 208–223, doi:<a href=\"https://doi.org/10.13152/IJRVET.8.2.4.\">10.13152/IJRVET.8.2.4.</a>","bibtex":"@article{Goller_Caruso_Harteis_2021, title={Digitalisation in Agriculture: Knowledge and Learning Requirements of German Dairy Farmers}, volume={8}, DOI={<a href=\"https://doi.org/10.13152/IJRVET.8.2.4.\">10.13152/IJRVET.8.2.4.</a>}, number={2}, journal={International Journal for Research in Vocational Education and Training}, author={Goller, Michael and Caruso, Carina and Harteis, Christian}, year={2021}, pages={208–223} }","ama":"Goller M, Caruso C, Harteis C. Digitalisation in Agriculture: Knowledge and Learning Requirements of German Dairy Farmers. <i>International Journal for Research in Vocational Education and Training</i>. 2021;8(2):208–223. doi:<a href=\"https://doi.org/10.13152/IJRVET.8.2.4.\">10.13152/IJRVET.8.2.4.</a>","ieee":"M. Goller, C. Caruso, and C. Harteis, “Digitalisation in Agriculture: Knowledge and Learning Requirements of German Dairy Farmers,” <i>International Journal for Research in Vocational Education and Training</i>, vol. 8, no. 2, pp. 208–223, 2021, doi: <a href=\"https://doi.org/10.13152/IJRVET.8.2.4.\">10.13152/IJRVET.8.2.4.</a>","chicago":"Goller, Michael, Carina Caruso, and Christian Harteis. “Digitalisation in Agriculture: Knowledge and Learning Requirements of German Dairy Farmers.” <i>International Journal for Research in Vocational Education and Training</i> 8, no. 2 (2021): 208–223. <a href=\"https://doi.org/10.13152/IJRVET.8.2.4.\">https://doi.org/10.13152/IJRVET.8.2.4.</a>"},"intvolume":"         8","page":"208–223","_id":"35202","user_id":"86519","keyword":["Work-Based Learning","Organisational Change","Digital Competences","Qualitative Research","Digitalisation","Farming","Dairy","VET","Vocational Education and Training"],"language":[{"iso":"eng"}],"type":"journal_article","publication":"International Journal for Research in Vocational Education and Training","abstract":[{"text":"Purpose: This study aims at investigating how digitalisation (in the sense of industry 4.0) has changed the work of farmers and how they experience the changes from more traditional work to digitalised agriculture. It also investigates what knowledge farmers require on digitalised farms and how they acquire it. Dairy farming was used as domain of investigation since it, unlike other industries, has strongly been affected by digitalisation throughout the last years.\r\n\r\nMethod: Exploratory interviews with 10 livestock farmers working on digitalised dairy farms were analysed using qualitative content analysis. A deductive and inductive coding strategy was used. \r\n\r\nFindings: Farming work has changed from more manual tasks towards symbol manipulation and data processing. Farmers must be able to use computers and other digital devices to retrieve and analyse sensor data that allow them to monitor and control the processes on their farm. For this new kind of work, farmers require elaborated mental models that link traditional farming knowledge with knowledge about digital systems, including a strong understanding of production processes underlying their farm. Learning is mostly based on instructions offered by manufacturers of the new technology as well as informal and non-formal learning modes. Even younger farmers report that digital technology was not sufficiently covered in their (vocational) degrees. In general, farmers emphasises the positive effects of digitalisation both on their working as well as private life. \r\n\r\nConclusions: Farmers should be aware of the opportunities as well as the potential drawbacks of the digitalisation of work processes in agriculture. Providers of agricultural education (like vocational schools or training institutes) need to incorporate the knowledge and skills required to work in digitalised environments (e.g., data literacy) in their syllabi. Further studies are required to assess how digitalisation changes farming practices and what knowledge as well as skills linked to these developments are required in the future.","lang":"eng"}],"status":"public"},{"publication":"Journal of Service Management","abstract":[{"lang":"eng","text":"Purpose\r\nThe purpose of this paper is to identify strategic options and challenges that arise when an industrial firm moves from providing smart service toward providing a platform.\r\n\r\nDesign/methodology/approach\r\nThis conceptual study takes on a multidisciplinary research perspective that integrates concepts, theories and insights from service management and marketing, information systems and platform economics.\r\n\r\nFindings\r\nThe paper outlines three platform types – smart data platform, smart product platform and matching platform – as strategic options for firms that wish to evolve from smart service providers to platform providers.\r\n\r\nResearch limitations/implications\r\nInvestigating smart service platforms calls for launching interdisciplinary research initiatives. Promising research avenues are outlined to span boundaries that separate different research disciplines today.\r\n\r\nPractical implications\r\nManaging a successful transition from providing smart service toward providing a platform requires making significant investments in IT, platform-related capabilities and skills, as well as implement new approaches toward relationship management and brand-building.\r\n\r\nOriginality/value\r\nThe findings described in this paper are valuable to researchers in multiple disciplines seeking to develop and to justify theory related to platforms in industrial scenarios."}],"language":[{"iso":"eng"}],"keyword":["Smart service","Platform","Interdisciplinary research","Manufacturing company","Smart service provider","Platform economics","Information systems","Multi-sided markets","Business-to-business (B2B) markets"],"ddc":["380"],"issue":"4","quality_controlled":"1","year":"2021","date_created":"2020-08-12T12:12:36Z","publisher":"Emerald Insight","title":"Transforming into a Platform Provider: Strategic Options for Industrial Smart Service Providers","type":"journal_article","status":"public","department":[{"_id":"276"},{"_id":"181"}],"user_id":"59677","_id":"17860","project":[{"grant_number":"160364472","_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - Subproject C5","_id":"17"}],"article_type":"original","publication_identifier":{"issn":["507-532"]},"publication_status":"published","page":"507-532","intvolume":"        32","citation":{"apa":"Beverungen, D., Kundisch, D., &#38; Wünderlich, N. (2021). Transforming into a Platform Provider: Strategic Options for Industrial Smart Service Providers. <i>Journal of Service Management</i>, <i>32</i>(4), 507–532. <a href=\"https://doi.org/10.1108/JOSM-03-2020-0066\">https://doi.org/10.1108/JOSM-03-2020-0066</a>","bibtex":"@article{Beverungen_Kundisch_Wünderlich_2021, title={Transforming into a Platform Provider: Strategic Options for Industrial Smart Service Providers}, volume={32}, DOI={<a href=\"https://doi.org/10.1108/JOSM-03-2020-0066\">10.1108/JOSM-03-2020-0066</a>}, number={4}, journal={Journal of Service Management}, publisher={Emerald Insight}, author={Beverungen, Daniel and Kundisch, Dennis and Wünderlich, Nancy}, year={2021}, pages={507–532} }","mla":"Beverungen, Daniel, et al. “Transforming into a Platform Provider: Strategic Options for Industrial Smart Service Providers.” <i>Journal of Service Management</i>, vol. 32, no. 4, Emerald Insight, 2021, pp. 507–32, doi:<a href=\"https://doi.org/10.1108/JOSM-03-2020-0066\">10.1108/JOSM-03-2020-0066</a>.","short":"D. Beverungen, D. Kundisch, N. Wünderlich, Journal of Service Management 32 (2021) 507–532.","ama":"Beverungen D, Kundisch D, Wünderlich N. Transforming into a Platform Provider: Strategic Options for Industrial Smart Service Providers. <i>Journal of Service Management</i>. 2021;32(4):507-532. doi:<a href=\"https://doi.org/10.1108/JOSM-03-2020-0066\">10.1108/JOSM-03-2020-0066</a>","chicago":"Beverungen, Daniel, Dennis Kundisch, and Nancy Wünderlich. “Transforming into a Platform Provider: Strategic Options for Industrial Smart Service Providers.” <i>Journal of Service Management</i> 32, no. 4 (2021): 507–32. <a href=\"https://doi.org/10.1108/JOSM-03-2020-0066\">https://doi.org/10.1108/JOSM-03-2020-0066</a>.","ieee":"D. Beverungen, D. Kundisch, and N. Wünderlich, “Transforming into a Platform Provider: Strategic Options for Industrial Smart Service Providers,” <i>Journal of Service Management</i>, vol. 32, no. 4, pp. 507–532, 2021, doi: <a href=\"https://doi.org/10.1108/JOSM-03-2020-0066\">10.1108/JOSM-03-2020-0066</a>."},"volume":32,"author":[{"first_name":"Daniel","id":"59677","full_name":"Beverungen, Daniel","last_name":"Beverungen"},{"first_name":"Dennis","full_name":"Kundisch, Dennis","id":"21117","last_name":"Kundisch"},{"first_name":"Nancy","last_name":"Wünderlich","id":"36392","full_name":"Wünderlich, Nancy"}],"date_updated":"2024-04-18T12:46:37Z","doi":"10.1108/JOSM-03-2020-0066"},{"type":"book","status":"public","abstract":[{"lang":"eng","text":"How are activation programs for the young unemployed implemented? How do street-level bureaucrats deal with competing rationalities and demands for action? Transition policies increasingly aim at promoting self-regulation and constructing employable subjects. Stephan Dahmen explores the practical regulation of biographical transitions in activation programs for the young unemployed by focusing on the interactive accomplishment of activation work. The study reveals how the critical tensions of activation policies are continually re-interpreted and adapted to local contingencies and describes the various organisational technologies used for creating employable subjects."}],"user_id":"48187","department":[{"_id":"723"},{"_id":"724"},{"_id":"36"}],"_id":"37274","language":[{"iso":"eng"}],"keyword":["Youth","Welfare State","Transitions","Human Service Organizations","Institutional Ethnography","Activation","Sociology of Conventions","Work","Education","Educational Research","Sociology of Education","Social Pedagogy","History of Education","Bielefeld University Press"],"citation":{"ama":"Dahmen S. <i>Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action</i>. Bielefeld University Press; 2021. doi:<a href=\"https://doi.org/10.14361/9783839457061\">10.14361/9783839457061</a>","chicago":"Dahmen, Stephan. <i>Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action</i>. Bielefeld University Press, 2021. <a href=\"https://doi.org/10.14361/9783839457061\">https://doi.org/10.14361/9783839457061</a>.","ieee":"S. Dahmen, <i>Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action</i>. Bielefeld University Press, 2021.","mla":"Dahmen, Stephan. <i>Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action</i>. Bielefeld University Press, 2021, doi:<a href=\"https://doi.org/10.14361/9783839457061\">10.14361/9783839457061</a>.","short":"S. Dahmen, Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action, Bielefeld University Press, 2021.","bibtex":"@book{Dahmen_2021, title={Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action}, DOI={<a href=\"https://doi.org/10.14361/9783839457061\">10.14361/9783839457061</a>}, publisher={Bielefeld University Press}, author={Dahmen, Stephan}, year={2021} }","apa":"Dahmen, S. (2021). <i>Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action</i>. Bielefeld University Press. <a href=\"https://doi.org/10.14361/9783839457061\">https://doi.org/10.14361/9783839457061</a>"},"page":"312","year":"2021","author":[{"last_name":"Dahmen","full_name":"Dahmen, Stephan","id":"95659","first_name":"Stephan"}],"date_created":"2023-01-18T10:18:09Z","date_updated":"2023-01-18T10:18:54Z","publisher":"Bielefeld University Press","doi":"10.14361/9783839457061","title":"Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action"},{"doi":"10.14361/9783839457061","title":"Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action","author":[{"first_name":"Stephan","full_name":"Dahmen, Stephan","last_name":"Dahmen"}],"date_created":"2023-01-18T10:14:30Z","publisher":"Bielefeld University Press","date_updated":"2023-01-18T10:16:56Z","page":"312","citation":{"ama":"Dahmen S. <i>Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action</i>. Bielefeld University Press; 2021. doi:<a href=\"https://doi.org/10.14361/9783839457061\">10.14361/9783839457061</a>","chicago":"Dahmen, Stephan. <i>Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action</i>. Bielefeld University Press, 2021. <a href=\"https://doi.org/10.14361/9783839457061\">https://doi.org/10.14361/9783839457061</a>.","ieee":"S. Dahmen, <i>Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action</i>. Bielefeld University Press, 2021.","mla":"Dahmen, Stephan. <i>Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action</i>. Bielefeld University Press, 2021, doi:<a href=\"https://doi.org/10.14361/9783839457061\">10.14361/9783839457061</a>.","short":"S. Dahmen, Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action, Bielefeld University Press, 2021.","bibtex":"@book{Dahmen_2021, title={Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action}, DOI={<a href=\"https://doi.org/10.14361/9783839457061\">10.14361/9783839457061</a>}, publisher={Bielefeld University Press}, author={Dahmen, Stephan}, year={2021} }","apa":"Dahmen, S. (2021). <i>Regulating Transitions from School to Work. An Institutional Ethnography of Activation Work in Action</i>. Bielefeld University Press. <a href=\"https://doi.org/10.14361/9783839457061\">https://doi.org/10.14361/9783839457061</a>"},"year":"2021","language":[{"iso":"eng"}],"keyword":["Youth","Welfare State","Transitions","Human Service Organizations","Institutional Ethnography","Activation","Sociology of Conventions","Work","Education","Educational Research","Sociology of Education","Social Pedagogy","History of Education","Bielefeld University Press"],"department":[{"_id":"723"},{"_id":"724"}],"user_id":"48187","_id":"37273","status":"public","abstract":[{"lang":"eng","text":"How are activation programs for the young unemployed implemented? How do street-level bureaucrats deal with competing rationalities and demands for action? Transition policies increasingly aim at promoting self-regulation and constructing employable subjects. Stephan Dahmen explores the practical regulation of biographical transitions in activation programs for the young unemployed by focusing on the interactive accomplishment of activation work. The study reveals how the critical tensions of activation policies are continually re-interpreted and adapted to local contingencies and describes the various organisational technologies used for creating employable subjects."}],"type":"book"},{"citation":{"mla":"Gräßler, Iris, and Dominik Wiechel. “Systematische Bewertung von Auswirkungsanalysen Des Engineering Change Managements.” <i>DS 111: Proceedings of the 32nd Symposium Design for X</i>, edited by Dieter Krause et al., 2021, doi:<a href=\"https://doi.org/10.35199/dfx2021.12\">10.35199/dfx2021.12</a>.","bibtex":"@inproceedings{Gräßler_Wiechel_2021, title={Systematische Bewertung von Auswirkungsanalysen des Engineering Change Managements}, DOI={<a href=\"https://doi.org/10.35199/dfx2021.12\">10.35199/dfx2021.12</a>}, booktitle={DS 111: Proceedings of the 32nd Symposium Design for X}, author={Gräßler, Iris and Wiechel, Dominik}, editor={Krause, Dieter and Paetzold, Kristin and Wartzack, Sandro}, year={2021} }","short":"I. Gräßler, D. Wiechel, in: D. Krause, K. Paetzold, S. Wartzack (Eds.), DS 111: Proceedings of the 32nd Symposium Design for X, 2021.","apa":"Gräßler, I., &#38; Wiechel, D. (2021). Systematische Bewertung von Auswirkungsanalysen des Engineering Change Managements. In D. Krause, K. Paetzold, &#38; S. Wartzack (Eds.), <i>DS 111: Proceedings of the 32nd Symposium Design for X</i>. <a href=\"https://doi.org/10.35199/dfx2021.12\">https://doi.org/10.35199/dfx2021.12</a>","ieee":"I. Gräßler and D. Wiechel, “Systematische Bewertung von Auswirkungsanalysen des Engineering Change Managements,” in <i>DS 111: Proceedings of the 32nd Symposium Design for X</i>, Tutzing, 2021, doi: <a href=\"https://doi.org/10.35199/dfx2021.12\">10.35199/dfx2021.12</a>.","chicago":"Gräßler, Iris, and Dominik Wiechel. “Systematische Bewertung von Auswirkungsanalysen Des Engineering Change Managements.” In <i>DS 111: Proceedings of the 32nd Symposium Design for X</i>, edited by Dieter Krause, Kristin Paetzold, and Sandro Wartzack, 2021. <a href=\"https://doi.org/10.35199/dfx2021.12\">https://doi.org/10.35199/dfx2021.12</a>.","ama":"Gräßler I, Wiechel D. Systematische Bewertung von Auswirkungsanalysen des Engineering Change Managements. In: Krause D, Paetzold K, Wartzack S, eds. <i>DS 111: Proceedings of the 32nd Symposium Design for X</i>. ; 2021. doi:<a href=\"https://doi.org/10.35199/dfx2021.12\">10.35199/dfx2021.12</a>"},"year":"2021","quality_controlled":"1","publication_status":"published","conference":{"start_date":"27-09-2021","name":"Symposium Design for X (DFX2021)","location":"Tutzing","end_date":"28-09-2021"},"doi":"10.35199/dfx2021.12","title":"Systematische Bewertung von Auswirkungsanalysen des Engineering Change Managements","date_created":"2021-09-13T14:45:10Z","author":[{"orcid":"0000-0001-5765-971X","last_name":"Gräßler","full_name":"Gräßler, Iris","id":"47565","first_name":"Iris"},{"first_name":"Dominik","last_name":"Wiechel","full_name":"Wiechel, Dominik","id":"67161"}],"date_updated":"2023-05-09T18:22:30Z","status":"public","editor":[{"first_name":"Dieter","last_name":"Krause","full_name":"Krause, Dieter"},{"full_name":"Paetzold, Kristin","last_name":"Paetzold","first_name":"Kristin"},{"first_name":"Sandro","last_name":"Wartzack","full_name":"Wartzack, Sandro"}],"abstract":[{"text":"Challenges in decisions on technical changes are the lack of knowledge about the expected impact and change propagation. Currently, no literature study contains a systematic differentiation and evaluation of existing approaches, which is a prerequisite for practitioners to select a suitable approach. This research aims at defining differentiation criteria as well as generally applicable requirements for evaluation. A four-step approach is used: systematic literature review on approaches for impact analysis of engineering changes (1), categorization and prioritization of approaches based on reoccuring elements (2), derivation of context specific requirements for evaluation (3), and evaluation of approaches (4). The result indicates existing potential of object-oriented modeling approaches.","lang":"eng"}],"publication":"DS 111: Proceedings of the 32nd Symposium Design for X","type":"conference","language":[{"iso":"eng"}],"keyword":["Engineering Change Management","Impact Analysis","Engineering  Changes","Model-based Systems Engineering","Product Developmen"],"department":[{"_id":"152"}],"user_id":"67161","_id":"24280"}]