[{"year":"2019","place":"Cham","page":"161-192","citation":{"mla":"Vukadinovic, Vojin Sasa. “From West Berlin without Love. The Magazine Die Schwarze Botin and the Promise of Revolution.” <i>Sexual Culture in Germany in the 1970s. A Golden Age for Queers?</i>, edited by Janin Afken and Benedikt Wolf, Palgrave Macmillan, 2019, pp. 161–92.","bibtex":"@inbook{Vukadinovic_2019, place={Cham}, title={From West Berlin without love. The magazine Die Schwarze Botin and the Promise of Revolution}, booktitle={Sexual Culture in Germany in the 1970s. A Golden Age for Queers?}, publisher={Palgrave Macmillan}, author={Vukadinovic, Vojin Sasa}, editor={Afken, Janin and Wolf, Benedikt}, year={2019}, pages={161–192} }","short":"V.S. Vukadinovic, in: J. Afken, B. Wolf (Eds.), Sexual Culture in Germany in the 1970s. A Golden Age for Queers?, Palgrave Macmillan, Cham, 2019, pp. 161–192.","apa":"Vukadinovic, V. S. (2019). From West Berlin without love. The magazine Die Schwarze Botin and the Promise of Revolution. In J. Afken &#38; B. Wolf (Eds.), <i>Sexual Culture in Germany in the 1970s. A Golden Age for Queers?</i> (pp. 161–192). Palgrave Macmillan.","ama":"Vukadinovic VS. From West Berlin without love. The magazine Die Schwarze Botin and the Promise of Revolution. In: Afken J, Wolf B, eds. <i>Sexual Culture in Germany in the 1970s. A Golden Age for Queers?</i>. Palgrave Macmillan; 2019:161-192.","ieee":"V. S. Vukadinovic, “From West Berlin without love. The magazine Die Schwarze Botin and the Promise of Revolution,” in <i>Sexual Culture in Germany in the 1970s. A Golden Age for Queers?</i>, J. Afken and B. Wolf, Eds. Cham: Palgrave Macmillan, 2019, pp. 161–192.","chicago":"Vukadinovic, Vojin Sasa. “From West Berlin without Love. The Magazine Die Schwarze Botin and the Promise of Revolution.” In <i>Sexual Culture in Germany in the 1970s. A Golden Age for Queers?</i>, edited by Janin Afken and Benedikt Wolf, 161–92. Cham: Palgrave Macmillan, 2019."},"publication_identifier":{"isbn":["978-3-030-14259-3"]},"publication_status":"published","title":"From West Berlin without love. The magazine Die Schwarze Botin and the Promise of Revolution","date_updated":"2025-05-20T14:27:45Z","publisher":"Palgrave Macmillan","date_created":"2025-05-18T19:37:17Z","author":[{"id":"107131","full_name":"Vukadinovic, Vojin Sasa","last_name":"Vukadinovic","first_name":"Vojin Sasa"}],"editor":[{"last_name":"Afken","full_name":"Afken, Janin","first_name":"Janin"},{"last_name":"Wolf","full_name":"Wolf, Benedikt","first_name":"Benedikt"}],"status":"public","publication":"Sexual Culture in Germany in the 1970s. A Golden Age for Queers?","type":"book_chapter","extern":"1","language":[{"iso":"eng"}],"_id":"59952","user_id":"107131"},{"publication_identifier":{"isbn":["978-3-89741-431-0"]},"publication_status":"published","year":"2019","place":"Königstein/Taunus","corporate_editor":["Frauen und Geschichte Baden-Württemberg e. V."],"page":"131-158","citation":{"bibtex":"@inbook{Vukadinovic_2019, place={Königstein/Taunus}, title={Drei Herrscher der Schöpfung. Hasan al-Banna, Sayyid Qutb, Mohammed Qutb und das Erbe der Moslembruderschaft}, booktitle={Antisemitismus – Antifeminismus. Ausgrenzungsstrategien im 19. und 20. Jahrhundert}, publisher={Ulrike Helmer Verlag}, author={Vukadinovic, Vojin Sasa}, editor={Frauen und Geschichte Baden-Württemberg e. V.}, year={2019}, pages={131–158} }","short":"V.S. Vukadinovic, in: Frauen und Geschichte Baden-Württemberg e. V. (Ed.), Antisemitismus – Antifeminismus. Ausgrenzungsstrategien im 19. und 20. Jahrhundert, Ulrike Helmer Verlag, Königstein/Taunus, 2019, pp. 131–158.","mla":"Vukadinovic, Vojin Sasa. “Drei Herrscher der Schöpfung. Hasan al-Banna, Sayyid Qutb, Mohammed Qutb und das Erbe der Moslembruderschaft.” <i>Antisemitismus – Antifeminismus. Ausgrenzungsstrategien im 19. und 20. Jahrhundert</i>, edited by Frauen und Geschichte Baden-Württemberg e. V., Ulrike Helmer Verlag, 2019, pp. 131–58.","apa":"Vukadinovic, V. S. (2019). Drei Herrscher der Schöpfung. Hasan al-Banna, Sayyid Qutb, Mohammed Qutb und das Erbe der Moslembruderschaft. In Frauen und Geschichte Baden-Württemberg e. V. (Ed.), <i>Antisemitismus – Antifeminismus. Ausgrenzungsstrategien im 19. und 20. Jahrhundert</i> (pp. 131–158). Ulrike Helmer Verlag.","ieee":"V. S. Vukadinovic, “Drei Herrscher der Schöpfung. Hasan al-Banna, Sayyid Qutb, Mohammed Qutb und das Erbe der Moslembruderschaft,” in <i>Antisemitismus – Antifeminismus. Ausgrenzungsstrategien im 19. und 20. Jahrhundert</i>, Frauen und Geschichte Baden-Württemberg e. V., Ed. Königstein/Taunus: Ulrike Helmer Verlag, 2019, pp. 131–158.","chicago":"Vukadinovic, Vojin Sasa. “Drei Herrscher der Schöpfung. Hasan al-Banna, Sayyid Qutb, Mohammed Qutb und das Erbe der Moslembruderschaft.” In <i>Antisemitismus – Antifeminismus. Ausgrenzungsstrategien im 19. und 20. Jahrhundert</i>, edited by Frauen und Geschichte Baden-Württemberg e. V., 131–58. Königstein/Taunus: Ulrike Helmer Verlag, 2019.","ama":"Vukadinovic VS. Drei Herrscher der Schöpfung. Hasan al-Banna, Sayyid Qutb, Mohammed Qutb und das Erbe der Moslembruderschaft. In: Frauen und Geschichte Baden-Württemberg e. V., ed. <i>Antisemitismus – Antifeminismus. Ausgrenzungsstrategien im 19. und 20. Jahrhundert</i>. Ulrike Helmer Verlag; 2019:131-158."},"publisher":"Ulrike Helmer Verlag","date_updated":"2025-05-20T14:27:11Z","author":[{"last_name":"Vukadinovic","id":"107131","full_name":"Vukadinovic, Vojin Sasa","first_name":"Vojin Sasa"}],"date_created":"2025-05-18T19:39:38Z","title":"Drei Herrscher der Schöpfung. Hasan al-Banna, Sayyid Qutb, Mohammed Qutb und das Erbe der Moslembruderschaft","publication":"Antisemitismus – Antifeminismus. Ausgrenzungsstrategien im 19. und 20. Jahrhundert","type":"book_chapter","status":"public","_id":"59953","user_id":"107131","language":[{"iso":"ger"}],"extern":"1"},{"type":"book","status":"public","_id":"47336","user_id":"55565","language":[{"iso":"eng"}],"place":"Bonn, Germany","year":"2019","citation":{"ama":"Berndt A, Veit J. <i>Inside Beethoven! Das Begehbare Ensemble - Begleitpublikation Zur Klanginstallation Der Hochschule Für Musik Detmold Zum Septett Op. 20 Und Trio Op. 38 (Mit CD)</i>. Beethoven-Haus Bonn; 2019.","chicago":"Berndt, Axel, and Joachim Veit. <i>Inside Beethoven! Das Begehbare Ensemble - Begleitpublikation Zur Klanginstallation Der Hochschule Für Musik Detmold Zum Septett Op. 20 Und Trio Op. 38 (Mit CD)</i>. Bonn, Germany: Beethoven-Haus Bonn, 2019.","ieee":"A. Berndt and J. Veit, <i>Inside Beethoven! Das begehbare Ensemble - Begleitpublikation zur Klanginstallation der Hochschule für Musik Detmold zum Septett op. 20 und Trio op. 38 (mit CD)</i>. Bonn, Germany: Beethoven-Haus Bonn, 2019.","apa":"Berndt, A., &#38; Veit, J. (2019). <i>Inside Beethoven! Das begehbare Ensemble - Begleitpublikation zur Klanginstallation der Hochschule für Musik Detmold zum Septett op. 20 und Trio op. 38 (mit CD)</i>. Beethoven-Haus Bonn.","short":"A. Berndt, J. Veit, Inside Beethoven! Das Begehbare Ensemble - Begleitpublikation Zur Klanginstallation Der Hochschule Für Musik Detmold Zum Septett Op. 20 Und Trio Op. 38 (Mit CD), Beethoven-Haus Bonn, Bonn, Germany, 2019.","mla":"Berndt, Axel, and Joachim Veit. <i>Inside Beethoven! Das Begehbare Ensemble - Begleitpublikation Zur Klanginstallation Der Hochschule Für Musik Detmold Zum Septett Op. 20 Und Trio Op. 38 (Mit CD)</i>. Beethoven-Haus Bonn, 2019.","bibtex":"@book{Berndt_Veit_2019, place={Bonn, Germany}, title={Inside Beethoven! Das begehbare Ensemble - Begleitpublikation zur Klanginstallation der Hochschule für Musik Detmold zum Septett op. 20 und Trio op. 38 (mit CD)}, publisher={Beethoven-Haus Bonn}, author={Berndt, Axel and Veit, Joachim}, year={2019} }"},"date_updated":"2025-05-21T15:10:45Z","publisher":"Beethoven-Haus Bonn","date_created":"2023-09-25T10:44:09Z","author":[{"first_name":"Axel","last_name":"Berndt","full_name":"Berndt, Axel","id":"55565"},{"first_name":"Joachim","full_name":"Veit, Joachim","id":"14948","last_name":"Veit"}],"title":"Inside Beethoven! Das begehbare Ensemble - Begleitpublikation zur Klanginstallation der Hochschule für Musik Detmold zum Septett op. 20 und Trio op. 38 (mit CD)"},{"type":"conference","publication":"{Music Encoding Conference}","status":"public","_id":"47338","user_id":"55565","language":[{"iso":"eng"}],"place":"Vienna, Austria","year":"2019","citation":{"chicago":"Waloschek, S., Axel Berndt, A. Hadjakos, and A. Pacha. “A Showcase of New MEI Tools.” In <i>{Music Encoding Conference}</i>. Vienna, Austria, 2019.","ieee":"S. Waloschek, A. Berndt, A. Hadjakos, and A. Pacha, “A Showcase of New MEI Tools,” 2019.","ama":"Waloschek S, Berndt A, Hadjakos A, Pacha A. A Showcase of New MEI Tools. In: <i>{Music Encoding Conference}</i>. ; 2019.","apa":"Waloschek, S., Berndt, A., Hadjakos, A., &#38; Pacha, A. (2019). A Showcase of New MEI Tools. <i>{Music Encoding Conference}</i>.","bibtex":"@inproceedings{Waloschek_Berndt_Hadjakos_Pacha_2019, place={Vienna, Austria}, title={A Showcase of New MEI Tools}, booktitle={{Music Encoding Conference}}, author={Waloschek, S. and Berndt, Axel and Hadjakos, A. and Pacha, A.}, year={2019} }","mla":"Waloschek, S., et al. “A Showcase of New MEI Tools.” <i>{Music Encoding Conference}</i>, 2019.","short":"S. Waloschek, A. Berndt, A. Hadjakos, A. Pacha, in: {Music Encoding Conference}, Vienna, Austria, 2019."},"date_updated":"2025-05-21T15:12:06Z","author":[{"full_name":"Waloschek, S.","last_name":"Waloschek","first_name":"S."},{"first_name":"Axel","full_name":"Berndt, Axel","id":"55565","last_name":"Berndt"},{"last_name":"Hadjakos","full_name":"Hadjakos, A.","first_name":"A."},{"first_name":"A.","last_name":"Pacha","full_name":"Pacha, A."}],"date_created":"2023-09-25T10:44:10Z","title":"A Showcase of New MEI Tools"},{"user_id":"55565","_id":"47337","language":[{"iso":"eng"}],"type":"book_chapter","publication":"Music Beyond Airports: Apraising Ambient Music","status":"public","editor":[{"first_name":"M.","full_name":"Adkins, M.","last_name":"Adkins"},{"full_name":"Cummings, S.","last_name":"Cummings","first_name":"S."}],"author":[{"first_name":"Axel","last_name":"Berndt","id":"55565","full_name":"Berndt, Axel"}],"date_created":"2023-09-25T10:44:09Z","date_updated":"2025-05-23T14:58:55Z","publisher":"University of Huddersfield Press","title":"Adaptive Game Scoring with Ambient Music","citation":{"ieee":"A. Berndt, “Adaptive Game Scoring with Ambient Music,” in <i>Music Beyond Airports: Apraising Ambient Music</i>, M. Adkins and S. Cummings, Eds. Huddersfield, UK: University of Huddersfield Press, 2019, pp. 197–226.","chicago":"Berndt, Axel. “Adaptive Game Scoring with Ambient Music.” In <i>Music Beyond Airports: Apraising Ambient Music</i>, edited by M. Adkins and S. Cummings, 197–226. Huddersfield, UK: University of Huddersfield Press, 2019.","ama":"Berndt A. Adaptive Game Scoring with Ambient Music. In: Adkins M, Cummings S, eds. <i>Music Beyond Airports: Apraising Ambient Music</i>. University of Huddersfield Press; 2019:197–226.","apa":"Berndt, A. (2019). Adaptive Game Scoring with Ambient Music. In M. Adkins &#38; S. Cummings (Eds.), <i>Music Beyond Airports: Apraising Ambient Music</i> (pp. 197–226). University of Huddersfield Press.","mla":"Berndt, Axel. “Adaptive Game Scoring with Ambient Music.” <i>Music Beyond Airports: Apraising Ambient Music</i>, edited by M. Adkins and S. Cummings, University of Huddersfield Press, 2019, pp. 197–226.","short":"A. Berndt, in: M. Adkins, S. Cummings (Eds.), Music Beyond Airports: Apraising Ambient Music, University of Huddersfield Press, Huddersfield, UK, 2019, pp. 197–226.","bibtex":"@inbook{Berndt_2019, place={Huddersfield, UK}, title={Adaptive Game Scoring with Ambient Music}, booktitle={Music Beyond Airports: Apraising Ambient Music}, publisher={University of Huddersfield Press}, author={Berndt, Axel}, editor={Adkins, M. and Cummings, S.}, year={2019}, pages={197–226} }"},"page":"197–226","year":"2019","place":"Huddersfield, UK"},{"date_updated":"2025-05-25T12:52:38Z","date_created":"2023-01-19T09:27:30Z","author":[{"last_name":"Vochatzer","full_name":"Vochatzer, Stefanie","id":"95153","first_name":"Stefanie"},{"first_name":"Sebastian","last_name":"Engelmann","full_name":"Engelmann, Sebastian"}],"title":"Das Ich im Schatten der Methode. Eine Hinführung zum Potenzial autoethnografischen Schreibens für die wissenschaftliche Praxis","doi":"10.25656/01:27848","publication_status":"published","year":"2019","citation":{"apa":"Vochatzer, S., &#38; Engelmann, S. (2019). Das Ich im Schatten der Methode. Eine Hinführung zum Potenzial autoethnografischen Schreibens für die wissenschaftliche Praxis. <i>Journal der Schreibberatung (18) 2, S. 86–99</i>. <a href=\"https://doi.org/10.25656/01:27848\">https://doi.org/10.25656/01:27848</a>","bibtex":"@article{Vochatzer_Engelmann_2019, title={Das Ich im Schatten der Methode. Eine Hinführung zum Potenzial autoethnografischen Schreibens für die wissenschaftliche Praxis}, DOI={<a href=\"https://doi.org/10.25656/01:27848\">10.25656/01:27848</a>}, journal={Journal der Schreibberatung (18) 2, S. 86–99}, author={Vochatzer, Stefanie and Engelmann, Sebastian}, year={2019} }","mla":"Vochatzer, Stefanie, and Sebastian Engelmann. “Das Ich im Schatten der Methode. Eine Hinführung zum Potenzial autoethnografischen Schreibens für die wissenschaftliche Praxis.” <i>Journal der Schreibberatung (18) 2, S. 86–99</i>, 2019, doi:<a href=\"https://doi.org/10.25656/01:27848\">10.25656/01:27848</a>.","short":"S. Vochatzer, S. Engelmann, Journal der Schreibberatung (18) 2, S. 86–99 (2019).","ama":"Vochatzer S, Engelmann S. Das Ich im Schatten der Methode. Eine Hinführung zum Potenzial autoethnografischen Schreibens für die wissenschaftliche Praxis. <i>Journal der Schreibberatung (18) 2, S 86–99</i>. Published online 2019. doi:<a href=\"https://doi.org/10.25656/01:27848\">10.25656/01:27848</a>","chicago":"Vochatzer, Stefanie, and Sebastian Engelmann. “Das Ich im Schatten der Methode. Eine Hinführung zum Potenzial autoethnografischen Schreibens für die wissenschaftliche Praxis.” <i>Journal der Schreibberatung (18) 2, S. 86–99</i>, 2019. <a href=\"https://doi.org/10.25656/01:27848\">https://doi.org/10.25656/01:27848</a>.","ieee":"S. Vochatzer and S. Engelmann, “Das Ich im Schatten der Methode. Eine Hinführung zum Potenzial autoethnografischen Schreibens für die wissenschaftliche Praxis,” <i>Journal der Schreibberatung (18) 2, S. 86–99</i>, 2019, doi: <a href=\"https://doi.org/10.25656/01:27848\">10.25656/01:27848</a>."},"_id":"37525","department":[{"_id":"723"},{"_id":"724"},{"_id":"36"}],"user_id":"95153","language":[{"iso":"ger"}],"publication":"Journal der Schreibberatung (18) 2, S. 86–99","type":"journal_article","status":"public"},{"publisher":"Gesellschaft für Informatik","date_updated":"2025-05-25T20:01:30Z","date_created":"2019-11-07T14:08:13Z","author":[{"first_name":"Michael","full_name":"Schlichtig, Michael","id":"32312","orcid":"0000-0001-6600-6171","last_name":"Schlichtig"},{"first_name":"Simone","full_name":"Opel, Simone","last_name":"Opel"},{"last_name":"Schulte","full_name":"Schulte, Carsten","first_name":"Carsten"},{"first_name":"Rolf","full_name":"Biehler, Rolf","last_name":"Biehler"},{"first_name":"Daniel","last_name":"Frischemeier","full_name":"Frischemeier, Daniel"},{"first_name":"Susanne","full_name":"Podworny, Susanne","last_name":"Podworny"},{"first_name":"Thomas","full_name":"Wassong, Thomas","id":"21241","last_name":"Wassong"}],"title":"Maschinelles Lernen im Unterricht mit Jupyter Notebook","conference":{"end_date":"2019-09-18","location":"Dortmund, Germany","name":"INFOS 2019","start_date":"2019-09-16"},"main_file_link":[{"url":"https://dl.gi.de/handle/20.500.12116/28964"}],"publication_identifier":{"isbn":["978-3-88579-682-4"]},"publication_status":"published","place":"Bonn","year":"2019","page":" 385 ","citation":{"chicago":"Schlichtig, Michael, Simone Opel, Carsten Schulte, Rolf Biehler, Daniel Frischemeier, Susanne Podworny, and Thomas Wassong. “Maschinelles Lernen im Unterricht mit Jupyter Notebook.” In <i>Informatik für alle</i>, edited by Arno Pasternak, 385. Bonn: Gesellschaft für Informatik, 2019.","ieee":"M. Schlichtig <i>et al.</i>, “Maschinelles Lernen im Unterricht mit Jupyter Notebook,” in <i>Informatik für alle</i>, Dortmund, Germany, 2019, p. 385.","ama":"Schlichtig M, Opel S, Schulte C, et al. Maschinelles Lernen im Unterricht mit Jupyter Notebook. In: Pasternak A, ed. <i>Informatik für alle</i>. Gesellschaft für Informatik; 2019:385.","apa":"Schlichtig, M., Opel, S., Schulte, C., Biehler, R., Frischemeier, D., Podworny, S., &#38; Wassong, T. (2019). Maschinelles Lernen im Unterricht mit Jupyter Notebook. In A. Pasternak (Ed.), <i>Informatik für alle</i> (p. 385). Gesellschaft für Informatik.","mla":"Schlichtig, Michael, et al. “Maschinelles Lernen im Unterricht mit Jupyter Notebook.” <i>Informatik für alle</i>, edited by Arno Pasternak, Gesellschaft für Informatik, 2019, p. 385.","bibtex":"@inproceedings{Schlichtig_Opel_Schulte_Biehler_Frischemeier_Podworny_Wassong_2019, place={Bonn}, title={Maschinelles Lernen im Unterricht mit Jupyter Notebook}, booktitle={Informatik für alle}, publisher={Gesellschaft für Informatik}, author={Schlichtig, Michael and Opel, Simone and Schulte, Carsten and Biehler, Rolf and Frischemeier, Daniel and Podworny, Susanne and Wassong, Thomas}, editor={Pasternak, Arno}, year={2019}, pages={385} }","short":"M. Schlichtig, S. Opel, C. Schulte, R. Biehler, D. Frischemeier, S. Podworny, T. Wassong, in: A. Pasternak (Ed.), Informatik für alle, Gesellschaft für Informatik, Bonn, 2019, p. 385."},"_id":"14848","department":[{"_id":"67"},{"_id":"97"}],"user_id":"21241","language":[{"iso":"ger"}],"publication":"Informatik für alle","type":"conference","abstract":[{"text":"Data Science und Big Data durchdringt in ihren diversen Facetten unser tägliches Leben– kaum ein Tag, an dem nicht verschiedene Meldungen über technische Innovationen, Einsatzmöglichkeiten von Künstlicher Intelligenz (KI) und Maschinelles Lernen (ML) und ihre ethischen sowie gesellschaftlichen Implikationen in den unterschiedlichen Medien diskutiert werden. Aus diesem Grund erscheint es uns immens wichtig, diese Fragestellungen und Technologien auch in den Unterricht der Sekundarstufe II zu integrieren. Um diesem Anspruch gerecht zu werden, entwickelten wir im Rahmen eines Forschungsprojekts ein Curriculum, welches wir als konkretes Unterrichtskonzept innerhalb eines Projektkurses erprobt, evaluiert weiterentwickelt wird. Bei der Implementierung entschieden wir uns, zur aktiven Umsetzung von Konzepten von ML als Plattform Jupyter Notebook mit Python zu verwenden, da diese Umgebung durch die Verbindung von Code und Hypertext zur Dokumentation und Erklärung Medienbrüche im Lernprozess verringern kann. Zudem ist Python zur Implementierung der Methoden von ML sehr gut geeignet. Im Themenfeld des ML als Teilgebiet der KI legen wir den Fokus auf zwei unterschiedliche Lernverfahren um verschieden Aspekte von ML, u.A. wie Nachvollziehbarkeit unter gesellschaftlichen Gesichtspunkten zu vermitteln. Diese sind Künstliche Neuronale Netze (bei denen die Berechnung und Bedeutung der Kantengewichte zwischen den Neuronen für den Menschen insbesondere bei komplexeren Netzen kaum nachvollziehbar erschienen) und Entscheidungsbäume (strukturierte und gerichtete Bäume zur Darstellung von Entscheidungsregeln, welche auch für Schülerinnen und Schüler meist gut nachvollziehbares und verständliches KI-Modell darstellen). In diesem Workshop stellen wir konkrete Umsetzungsbeispiele inklusive der Programmierung für beide Verfahren mit Jupyter Notebook und Python als Teil einer Unterrichtssequenz vor und diskutieren diese.","lang":"ger"}],"editor":[{"full_name":"Pasternak, Arno","last_name":"Pasternak","first_name":"Arno"}],"status":"public"},{"language":[{"iso":"ger"}],"abstract":[{"text":"Die Bereiche „Data Science“ und „Big Data“ sowie ihre technischen, ethischen und gesellschaftlichen Auswirkungen werden zunehmend nicht nur in der Wissenschaft, sondern auch in diversen Medien diskutiert und somit verstärkt auch zu einem wichtigen Thema für alle. Um den Schülerinnen und Schülern der Sekundarstufe II einen theoretisch und fachwissenschaftlich fundierten Einstieg in diesen Themenbereich zu ermöglichen, wurde ein erster Entwurf eines interdisziplinären Curriculums entwickelt, das neben fachlichen Aspekten von Data Science einen Fokus auf sich hieraus ergebende gesellschaftliche Fragestellungen legt. Es werden neben der Konzeption des Kurses die bisherigen Erfahrungen aus der Durchführung – insbesondere in Hinsicht der darin enthaltenen Unterrichtseinheit zum Maschinellen Lernen - berichtet, sowie die sich hieraus ergebenden Implikationen für die Weiterentwicklung dargestellt und diskutiert.","lang":"ger"}],"publication":"Informatik für alle","title":"Entwicklung und Reflexion einer Unterrichtssequenz zum Maschinellen Lernen als Aspekt von Data Science in der Sekundarstufe II","publisher":"Gesellschaft für Informatik","date_created":"2019-11-07T14:07:30Z","year":"2019","_id":"14847","user_id":"21241","department":[{"_id":"67"},{"_id":"97"}],"editor":[{"last_name":"Pasternak","full_name":"Pasternak, Arno","first_name":"Arno"}],"status":"public","type":"conference","main_file_link":[{"url":"https://dl.gi.de/handle/20.500.12116/28935"}],"conference":{"end_date":"2019-09-18","location":"Dortmund, Germany","name":"INFOS 2019","start_date":"2019-09-16"},"date_updated":"2025-05-25T20:01:40Z","author":[{"last_name":"Opel","full_name":"Opel, Simone","first_name":"Simone"},{"first_name":"Michael","id":"32312","full_name":"Schlichtig, Michael","last_name":"Schlichtig","orcid":"0000-0001-6600-6171"},{"first_name":"Carsten","last_name":"Schulte","full_name":"Schulte, Carsten"},{"full_name":"Biehler, Rolf","last_name":"Biehler","first_name":"Rolf"},{"full_name":"Frischemeier, Daniel","last_name":"Frischemeier","first_name":"Daniel"},{"last_name":"Podworny","full_name":"Podworny, Susanne","first_name":"Susanne"},{"last_name":"Wassong","id":"21241","full_name":"Wassong, Thomas","first_name":"Thomas"}],"place":"Bonn","citation":{"apa":"Opel, S., Schlichtig, M., Schulte, C., Biehler, R., Frischemeier, D., Podworny, S., &#38; Wassong, T. 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