[{"user_id":"37888","doi":"10.52041/iase.icots11.t1a2","editor":[{"full_name":"Peters, S. A.","first_name":"S. A.","last_name":"Peters"},{"full_name":"Zapata-Cardona, L.","last_name":"Zapata-Cardona","first_name":"L."},{"full_name":"Bonafini, F.","last_name":"Bonafini","first_name":"F."},{"first_name":"A.","last_name":"Fan","full_name":"Fan, A."}],"_id":"34919","language":[{"iso":"eng"}],"publisher":"International Association for Statistical Education","publication_status":"published","date_updated":"2024-04-18T09:45:43Z","title":"Revisiting Fundamental Ideas for Statistics Education From the Perspective of Machine Learning and Its Applications","year":"2022","status":"public","author":[{"id":"16274","last_name":"Biehler","first_name":"Rolf","full_name":"Biehler, Rolf"}],"type":"conference","department":[{"_id":"363"}],"date_created":"2022-12-23T11:09:52Z","abstract":[{"text":"<jats:p>Fundamental ideas (Burrill &amp; Biehler, 2011) have been specified to structure the curriculum across different age levels and to focus on and revisit the most important ideas. Such ideas must be based on an epistemological analysis of the scientific domain of statistics and its applications. Because these domains are changing, fundamental ideas have to be revisited from time to time. In particular, data science and machine learning have led to new methods and applications in society that must be considered for updating fundamental ideas.</jats:p>","lang":"eng"}],"publication":"Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics","citation":{"ieee":"R. Biehler, “Revisiting Fundamental Ideas for Statistics Education From the Perspective of Machine Learning and Its Applications,” in <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>, 2022, doi: <a href=\"https://doi.org/10.52041/iase.icots11.t1a2\">10.52041/iase.icots11.t1a2</a>.","apa":"Biehler, R. (2022). Revisiting Fundamental Ideas for Statistics Education From the Perspective of Machine Learning and Its Applications. In S. A. Peters, L. Zapata-Cardona, F. Bonafini, &#38; A. Fan (Eds.), <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>. International Association for Statistical Education. <a href=\"https://doi.org/10.52041/iase.icots11.t1a2\">https://doi.org/10.52041/iase.icots11.t1a2</a>","mla":"Biehler, Rolf. “Revisiting Fundamental Ideas for Statistics Education From the Perspective of Machine Learning and Its Applications.” <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>, edited by S. A. Peters et al., International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/iase.icots11.t1a2\">10.52041/iase.icots11.t1a2</a>.","bibtex":"@inproceedings{Biehler_2022, title={Revisiting Fundamental Ideas for Statistics Education From the Perspective of Machine Learning and Its Applications}, DOI={<a href=\"https://doi.org/10.52041/iase.icots11.t1a2\">10.52041/iase.icots11.t1a2</a>}, booktitle={Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics}, publisher={International Association for Statistical Education}, author={Biehler, Rolf}, editor={Peters, S. A. and Zapata-Cardona, L. and Bonafini, F. and Fan, A.}, year={2022} }","short":"R. Biehler, in: S.A. Peters, L. Zapata-Cardona, F. Bonafini, A. Fan (Eds.), Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics, International Association for Statistical Education, 2022.","ama":"Biehler R. Revisiting Fundamental Ideas for Statistics Education From the Perspective of Machine Learning and Its Applications. In: Peters SA, Zapata-Cardona L, Bonafini F, Fan A, eds. <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>. International Association for Statistical Education; 2022. doi:<a href=\"https://doi.org/10.52041/iase.icots11.t1a2\">10.52041/iase.icots11.t1a2</a>","chicago":"Biehler, Rolf. “Revisiting Fundamental Ideas for Statistics Education From the Perspective of Machine Learning and Its Applications.” In <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>, edited by S. A. Peters, L. Zapata-Cardona, F. Bonafini, and A. Fan. International Association for Statistical Education, 2022. <a href=\"https://doi.org/10.52041/iase.icots11.t1a2\">https://doi.org/10.52041/iase.icots11.t1a2</a>."}},{"citation":{"chicago":"Biehler, Rolf, Richard De Veaux, Joachim Engel, Sibel Kazak, and Daniel Frischemeier. “Editorial: Research on Data Science Education.” <i>Statistics Education Research Journal</i> 21, no. 2 (2022). <a href=\"https://doi.org/10.52041/serj.v21i2.606\">https://doi.org/10.52041/serj.v21i2.606</a>.","short":"R. Biehler, R. De Veaux, J. Engel, S. Kazak, D. Frischemeier, Statistics Education Research Journal 21 (2022).","ieee":"R. Biehler, R. De Veaux, J. Engel, S. Kazak, and D. Frischemeier, “Editorial: Research on Data Science Education,” <i>Statistics Education Research Journal</i>, vol. 21, no. 2, Art. no. 1, 2022, doi: <a href=\"https://doi.org/10.52041/serj.v21i2.606\">10.52041/serj.v21i2.606</a>.","apa":"Biehler, R., De Veaux, R., Engel, J., Kazak, S., &#38; Frischemeier, D. (2022). Editorial: Research on Data Science Education. <i>Statistics Education Research Journal</i>, <i>21</i>(2), Article 1. <a href=\"https://doi.org/10.52041/serj.v21i2.606\">https://doi.org/10.52041/serj.v21i2.606</a>","bibtex":"@article{Biehler_De Veaux_Engel_Kazak_Frischemeier_2022, title={Editorial: Research on Data Science Education}, volume={21}, DOI={<a href=\"https://doi.org/10.52041/serj.v21i2.606\">10.52041/serj.v21i2.606</a>}, number={21}, journal={Statistics Education Research Journal}, publisher={International Association for Statistical Education}, author={Biehler, Rolf and De Veaux, Richard and Engel, Joachim and Kazak, Sibel and Frischemeier, Daniel}, year={2022} }","ama":"Biehler R, De Veaux R, Engel J, Kazak S, Frischemeier D. Editorial: Research on Data Science Education. <i>Statistics Education Research Journal</i>. 2022;21(2). doi:<a href=\"https://doi.org/10.52041/serj.v21i2.606\">10.52041/serj.v21i2.606</a>","mla":"Biehler, Rolf, et al. “Editorial: Research on Data Science Education.” <i>Statistics Education Research Journal</i>, vol. 21, no. 2, 1, International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/serj.v21i2.606\">10.52041/serj.v21i2.606</a>."},"status":"public","_id":"34920","publisher":"International Association for Statistical Education","volume":21,"user_id":"37888","publication":"Statistics Education Research Journal","issue":"2","abstract":[{"lang":"eng","text":"<jats:p>A very warm welcome to this Special Issue of the Statistics Education Research Journal (SERJ) on data science education. Our hope is to give an overview of selected theoretical thoughts and empirical studies on data science education from a statistics education research perspective. Data science education is rapidly developing but research into data science education is still in its infancy. The current issue presents a snapshot of this developing field.</jats:p>"}],"date_created":"2022-12-23T11:20:39Z","department":[{"_id":"363"}],"type":"journal_article","keyword":["Education","Statistics and Probability"],"publication_identifier":{"issn":["1570-1824"]},"author":[{"full_name":"Biehler, Rolf","last_name":"Biehler","first_name":"Rolf","id":"16274"},{"full_name":"De Veaux, Richard","last_name":"De Veaux","first_name":"Richard"},{"last_name":"Engel","first_name":"Joachim","full_name":"Engel, Joachim"},{"last_name":"Kazak","first_name":"Sibel","full_name":"Kazak, Sibel"},{"first_name":"Daniel","last_name":"Frischemeier","full_name":"Frischemeier, Daniel"}],"title":"Editorial: Research on Data Science Education","year":"2022","intvolume":"        21","publication_status":"published","date_updated":"2024-04-18T09:45:53Z","language":[{"iso":"eng"}],"article_number":"1","doi":"10.52041/serj.v21i2.606"},{"department":[{"_id":"363"}],"type":"journal_article","date_created":"2023-01-10T09:25:23Z","citation":{"ama":"Biehler R, Langlotz H, Zappe W. Alles normal?! Daten auf Normalverteilung prüfen–mit schulischen Mitteln. <i>mathematik lehren</i>. 2022;2022(232):41–45.","bibtex":"@article{Biehler_Langlotz_Zappe_2022, title={Alles normal?! Daten auf Normalverteilung prüfen–mit schulischen Mitteln}, volume={2022}, number={232}, journal={mathematik lehren}, publisher={Friedrich Verlag}, author={Biehler, Rolf and Langlotz, Hubert and Zappe, Wilfried}, year={2022}, pages={41–45} }","mla":"Biehler, Rolf, et al. “Alles Normal?! Daten Auf Normalverteilung Prüfen–Mit Schulischen Mitteln.” <i>Mathematik Lehren</i>, vol. 2022, no. 232, Friedrich Verlag, 2022, pp. 41–45.","chicago":"Biehler, Rolf, Hubert Langlotz, and Wilfried Zappe. “Alles Normal?! Daten Auf Normalverteilung Prüfen–Mit Schulischen Mitteln.” <i>Mathematik Lehren</i> 2022, no. 232 (2022): 41–45.","short":"R. Biehler, H. Langlotz, W. Zappe, Mathematik Lehren 2022 (2022) 41–45.","apa":"Biehler, R., Langlotz, H., &#38; Zappe, W. (2022). Alles normal?! Daten auf Normalverteilung prüfen–mit schulischen Mitteln. <i>Mathematik Lehren</i>, <i>2022</i>(232), 41–45.","ieee":"R. Biehler, H. Langlotz, and W. Zappe, “Alles normal?! Daten auf Normalverteilung prüfen–mit schulischen Mitteln,” <i>mathematik lehren</i>, vol. 2022, no. 232, pp. 41–45, 2022."},"publication":"mathematik lehren","issue":"232","volume":2022,"user_id":"37888","publisher":"Friedrich Verlag","_id":"35718","language":[{"iso":"eng"}],"page":"41–45","intvolume":"      2022","date_updated":"2024-04-18T09:44:51Z","author":[{"id":"16274","last_name":"Biehler","first_name":"Rolf","full_name":"Biehler, Rolf"},{"first_name":"Hubert","last_name":"Langlotz","full_name":"Langlotz, Hubert"},{"first_name":"Wilfried","last_name":"Zappe","full_name":"Zappe, Wilfried"}],"status":"public","year":"2022","title":"Alles normal?! Daten auf Normalverteilung prüfen–mit schulischen Mitteln"},{"date_created":"2023-01-11T08:49:12Z","department":[{"_id":"363"}],"type":"journal_article","citation":{"short":"R. Biehler, B. Griese, Mathematik Lehren 2022 (2022) 2–6.","chicago":"Biehler, Rolf, and Birgit Griese. “Modellieren Im Stochastikunterricht: Annahmen Hinterfragen, Ergebnisse Validieren.” <i>Mathematik Lehren</i> 2022, no. 232 (2022): 2–6.","ieee":"R. Biehler and B. Griese, “Modellieren im Stochastikunterricht: Annahmen hinterfragen, Ergebnisse validieren,” <i>mathematik lehren</i>, vol. 2022, no. 232, pp. 2–6, 2022.","apa":"Biehler, R., &#38; Griese, B. (2022). Modellieren im Stochastikunterricht: Annahmen hinterfragen, Ergebnisse validieren. <i>Mathematik Lehren</i>, <i>2022</i>(232), 2–6.","bibtex":"@article{Biehler_Griese_2022, title={Modellieren im Stochastikunterricht: Annahmen hinterfragen, Ergebnisse validieren}, volume={2022}, number={232}, journal={mathematik lehren}, publisher={Friedrich Verlag}, author={Biehler, Rolf and Griese, Birgit}, year={2022}, pages={2–6} }","ama":"Biehler R, Griese B. Modellieren im Stochastikunterricht: Annahmen hinterfragen, Ergebnisse validieren. <i>mathematik lehren</i>. 2022;2022(232):2–6.","mla":"Biehler, Rolf, and Birgit Griese. “Modellieren Im Stochastikunterricht: Annahmen Hinterfragen, Ergebnisse Validieren.” <i>Mathematik Lehren</i>, vol. 2022, no. 232, Friedrich Verlag, 2022, pp. 2–6."},"publication":"mathematik lehren","issue":"232","language":[{"iso":"eng"}],"_id":"35926","publisher":"Friedrich Verlag","page":"2–6","volume":2022,"user_id":"37888","author":[{"last_name":"Biehler","first_name":"Rolf","full_name":"Biehler, Rolf","id":"16274"},{"full_name":"Griese, Birgit","last_name":"Griese","first_name":"Birgit"}],"year":"2022","status":"public","title":"Modellieren im Stochastikunterricht: Annahmen hinterfragen, Ergebnisse validieren","intvolume":"      2022","date_updated":"2024-04-18T09:46:03Z"},{"date_created":"2023-01-24T08:49:24Z","type":"conference","department":[{"_id":"363"}],"citation":{"short":"B. Griese, R. Nieszporek, R. Biehler, in: 2022.","chicago":"Griese, Birgit, Ralf Nieszporek, and Rolf Biehler. “Facilitators’ Views on Content Goals, Learning Obstacles, and Teaching Resources in Reference to Conditional Probability,” 2022.","apa":"Griese, B., Nieszporek, R., &#38; Biehler, R. (2022). <i>Facilitators’ views on content goals, learning obstacles, and teaching resources in reference to conditional probability</i>. Twelfth Congress of the European Society for Research in Mathematics Education (CERME12), Bozen-Bolzano, Italy.","ieee":"B. Griese, R. Nieszporek, and R. Biehler, “Facilitators’ views on content goals, learning obstacles, and teaching resources in reference to conditional probability,” presented at the Twelfth Congress of the European Society for Research in Mathematics Education (CERME12), Bozen-Bolzano, Italy, 2022.","ama":"Griese B, Nieszporek R, Biehler R. Facilitators’ views on content goals, learning obstacles, and teaching resources in reference to conditional probability. In: ; 2022.","bibtex":"@inproceedings{Griese_Nieszporek_Biehler_2022, title={Facilitators’ views on content goals, learning obstacles, and teaching resources in reference to conditional probability}, author={Griese, Birgit and Nieszporek, Ralf and Biehler, Rolf}, year={2022} }","mla":"Griese, Birgit, et al. <i>Facilitators’ Views on Content Goals, Learning Obstacles, and Teaching Resources in Reference to Conditional Probability</i>. 2022."},"related_material":{"link":[{"url":"https://hal.science/hal-03746264","relation":"confirmation"}]},"language":[{"iso":"eng"}],"_id":"39058","user_id":"37888","title":"Facilitators’ views on content goals, learning obstacles, and teaching resources in reference to conditional probability","year":"2022","status":"public","author":[{"full_name":"Griese, Birgit","last_name":"Griese","first_name":"Birgit"},{"id":"59608","first_name":"Ralf","last_name":"Nieszporek","full_name":"Nieszporek, Ralf"},{"last_name":"Biehler","first_name":"Rolf","full_name":"Biehler, Rolf","id":"16274"}],"conference":{"end_date":"2022-02-06","name":"Twelfth Congress of the European Society for Research in Mathematics Education (CERME12)","start_date":"2022-02-02","location":"Bozen-Bolzano, Italy"},"date_updated":"2024-04-18T10:05:43Z"},{"status":"public","user_id":"37888","editor":[{"last_name":"Hochmuth","first_name":"Reinhard","full_name":"Hochmuth, Reinhard"},{"first_name":"Rolf","last_name":"Biehler","full_name":"Biehler, Rolf"},{"full_name":"Liebendörfer, Michael","last_name":"Liebendörfer","first_name":"Michael"},{"full_name":"Schaper, Niclas","first_name":"Niclas","last_name":"Schaper"}],"page":"117-141","_id":"42653","publisher":"Springer","citation":{"ama":"Lankeit E, Biehler R. Mathematik-Vorkurse zur Vorbereitung auf das Studium – Zielsetzungen und didaktische Konzepte. In: Hochmuth R, Biehler R, Liebendörfer M, Schaper N, eds. <i>Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse</i>. Springer; 2022:117-141. doi:<a href=\"https://doi.org/10.1007/978-3-662-64833-9_4\">10.1007/978-3-662-64833-9_4</a>","bibtex":"@inbook{Lankeit_Biehler_2022, place={Berlin, Heidelberg}, title={Mathematik-Vorkurse zur Vorbereitung auf das Studium – Zielsetzungen und didaktische Konzepte}, DOI={<a href=\"https://doi.org/10.1007/978-3-662-64833-9_4\">10.1007/978-3-662-64833-9_4</a>}, booktitle={Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse}, publisher={Springer}, author={Lankeit, Elisa and Biehler, Rolf}, editor={Hochmuth, Reinhard and Biehler, Rolf and Liebendörfer, Michael and Schaper, Niclas}, year={2022}, pages={117–141} }","mla":"Lankeit, Elisa, and Rolf Biehler. “Mathematik-Vorkurse zur Vorbereitung auf das Studium – Zielsetzungen und didaktische Konzepte.” <i>Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse</i>, edited by Reinhard Hochmuth et al., Springer, 2022, pp. 117–41, doi:<a href=\"https://doi.org/10.1007/978-3-662-64833-9_4\">10.1007/978-3-662-64833-9_4</a>.","short":"E. Lankeit, R. Biehler, in: R. Hochmuth, R. Biehler, M. Liebendörfer, N. Schaper (Eds.), Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse, Springer, Berlin, Heidelberg, 2022, pp. 117–141.","chicago":"Lankeit, Elisa, and Rolf Biehler. “Mathematik-Vorkurse zur Vorbereitung auf das Studium – Zielsetzungen und didaktische Konzepte.” In <i>Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse</i>, edited by Reinhard Hochmuth, Rolf Biehler, Michael Liebendörfer, and Niclas Schaper, 117–41. Berlin, Heidelberg: Springer, 2022. <a href=\"https://doi.org/10.1007/978-3-662-64833-9_4\">https://doi.org/10.1007/978-3-662-64833-9_4</a>.","apa":"Lankeit, E., &#38; Biehler, R. (2022). Mathematik-Vorkurse zur Vorbereitung auf das Studium – Zielsetzungen und didaktische Konzepte. In R. Hochmuth, R. Biehler, M. Liebendörfer, &#38; N. Schaper (Eds.), <i>Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse</i> (pp. 117–141). Springer. <a href=\"https://doi.org/10.1007/978-3-662-64833-9_4\">https://doi.org/10.1007/978-3-662-64833-9_4</a>","ieee":"E. Lankeit and R. Biehler, “Mathematik-Vorkurse zur Vorbereitung auf das Studium – Zielsetzungen und didaktische Konzepte,” in <i>Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse</i>, R. Hochmuth, R. Biehler, M. Liebendörfer, and N. Schaper, Eds. Berlin, Heidelberg: Springer, 2022, pp. 117–141."},"oa":"1","place":"Berlin, Heidelberg","publication_status":"published","date_updated":"2024-04-18T10:08:12Z","year":"2022","title":"Mathematik-Vorkurse zur Vorbereitung auf das Studium – Zielsetzungen und didaktische Konzepte","author":[{"last_name":"Lankeit","first_name":"Elisa","full_name":"Lankeit, Elisa"},{"last_name":"Biehler","first_name":"Rolf","full_name":"Biehler, Rolf","id":"16274"}],"publication_identifier":{"issn":["2197-8751","2197-876X"],"isbn":["9783662648322","9783662648339"]},"doi":"10.1007/978-3-662-64833-9_4","main_file_link":[{"url":"https://doi.org/10.1007/978-3-662-64833-9_4","open_access":"1"}],"language":[{"iso":"ger"}],"publication":"Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse","type":"book_chapter","department":[{"_id":"363"}],"date_created":"2023-03-02T10:36:32Z"},{"citation":{"mla":"Liebendörfer, Michael, et al. “The Role of Learning Strategies for Performance in Mathematics Courses for Engineers.” <i>International Journal of Mathematical Education in Science and Technology</i>, vol. 53, no. 5, Informa UK Limited, 2022, pp. 1133–52, doi:<a href=\"https://doi.org/10.1080/0020739x.2021.2023772\">10.1080/0020739x.2021.2023772</a>.","ama":"Liebendörfer M, Göller R, Gildehaus L, et al. The role of learning strategies for performance in mathematics courses for engineers. <i>International Journal of Mathematical Education in Science and Technology</i>. 2022;53(5):1133-1152. doi:<a href=\"https://doi.org/10.1080/0020739x.2021.2023772\">10.1080/0020739x.2021.2023772</a>","bibtex":"@article{Liebendörfer_Göller_Gildehaus_Kortemeyer_Biehler_Hochmuth_Ostsieker_Rode_Schaper_2022, title={The role of learning strategies for performance in mathematics courses for engineers}, volume={53}, DOI={<a href=\"https://doi.org/10.1080/0020739x.2021.2023772\">10.1080/0020739x.2021.2023772</a>}, number={5}, journal={International Journal of Mathematical Education in Science and Technology}, publisher={Informa UK Limited}, author={Liebendörfer, Michael and Göller, Robin and Gildehaus, Lara and Kortemeyer, Jörg and Biehler, Rolf and Hochmuth, Reinhard and Ostsieker, Laura and Rode, Jana and Schaper, Niclas}, year={2022}, pages={1133–1152} }","apa":"Liebendörfer, M., Göller, R., Gildehaus, L., Kortemeyer, J., Biehler, R., Hochmuth, R., Ostsieker, L., Rode, J., &#38; Schaper, N. (2022). The role of learning strategies for performance in mathematics courses for engineers. <i>International Journal of Mathematical Education in Science and Technology</i>, <i>53</i>(5), 1133–1152. <a href=\"https://doi.org/10.1080/0020739x.2021.2023772\">https://doi.org/10.1080/0020739x.2021.2023772</a>","ieee":"M. Liebendörfer <i>et al.</i>, “The role of learning strategies for performance in mathematics courses for engineers,” <i>International Journal of Mathematical Education in Science and Technology</i>, vol. 53, no. 5, pp. 1133–1152, 2022, doi: <a href=\"https://doi.org/10.1080/0020739x.2021.2023772\">10.1080/0020739x.2021.2023772</a>.","chicago":"Liebendörfer, Michael, Robin Göller, Lara Gildehaus, Jörg Kortemeyer, Rolf Biehler, Reinhard Hochmuth, Laura Ostsieker, Jana Rode, and Niclas Schaper. “The Role of Learning Strategies for Performance in Mathematics Courses for Engineers.” <i>International Journal of Mathematical Education in Science and Technology</i> 53, no. 5 (2022): 1133–52. <a href=\"https://doi.org/10.1080/0020739x.2021.2023772\">https://doi.org/10.1080/0020739x.2021.2023772</a>.","short":"M. Liebendörfer, R. Göller, L. Gildehaus, J. Kortemeyer, R. Biehler, R. Hochmuth, L. Ostsieker, J. Rode, N. 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Springer; 2022:67-113. doi:<a href=\"https://doi.org/10.1007/978-3-662-64833-9_3\">10.1007/978-3-662-64833-9_3</a>","bibtex":"@inbook{Schürmann_Liebendörfer_Büdenbender-Kuklinski_Lankeit_Ruge_Schaper_Biehler_Hochmuth_2022, place={Berlin, Heidelberg}, title={Evaluation von Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen}, DOI={<a href=\"https://doi.org/10.1007/978-3-662-64833-9_3\">10.1007/978-3-662-64833-9_3</a>}, booktitle={Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse}, publisher={Springer}, author={Schürmann, Mirko and Liebendörfer, Michael and Büdenbender-Kuklinski, Christiane and Lankeit, Elisa and Ruge, Johanna and Schaper, Niclas and Biehler, Rolf and Hochmuth, Reinhard}, editor={Hochmuth, Reinhard and Biehler, Rolf and Liebendörfer, Michael and Schaper, Niclas}, year={2022}, pages={67–113} }","mla":"Schürmann, Mirko, et al. “Evaluation von Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen.” <i>Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse</i>, edited by Reinhard Hochmuth et al., Springer, 2022, pp. 67–113, doi:<a href=\"https://doi.org/10.1007/978-3-662-64833-9_3\">10.1007/978-3-662-64833-9_3</a>.","chicago":"Schürmann, Mirko, Michael Liebendörfer, Christiane Büdenbender-Kuklinski, Elisa Lankeit, Johanna Ruge, Niclas Schaper, Rolf Biehler, and Reinhard Hochmuth. “Evaluation von Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen.” In <i>Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse</i>, edited by Reinhard Hochmuth, Rolf Biehler, Michael Liebendörfer, and Niclas Schaper, 67–113. Berlin, Heidelberg: Springer, 2022. <a href=\"https://doi.org/10.1007/978-3-662-64833-9_3\">https://doi.org/10.1007/978-3-662-64833-9_3</a>.","short":"M. Schürmann, M. Liebendörfer, C. Büdenbender-Kuklinski, E. Lankeit, J. Ruge, N. Schaper, R. Biehler, R. Hochmuth, in: R. Hochmuth, R. Biehler, M. Liebendörfer, N. Schaper (Eds.), Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse, Springer, Berlin, Heidelberg, 2022, pp. 67–113.","apa":"Schürmann, M., Liebendörfer, M., Büdenbender-Kuklinski, C., Lankeit, E., Ruge, J., Schaper, N., Biehler, R., &#38; Hochmuth, R. (2022). Evaluation von Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen. In R. Hochmuth, R. Biehler, M. Liebendörfer, &#38; N. Schaper (Eds.), <i>Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse</i> (pp. 67–113). Springer. <a href=\"https://doi.org/10.1007/978-3-662-64833-9_3\">https://doi.org/10.1007/978-3-662-64833-9_3</a>","ieee":"M. Schürmann <i>et al.</i>, “Evaluation von Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen,” in <i>Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse</i>, R. Hochmuth, R. Biehler, M. Liebendörfer, and N. Schaper, Eds. Berlin, Heidelberg: Springer, 2022, pp. 67–113."},"main_file_link":[{"open_access":"1","url":"https://doi.org/10.1007/978-3-662-64833-9_3"}],"language":[{"iso":"ger"}],"doi":"10.1007/978-3-662-64833-9_3","title":"Evaluation von Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen","year":"2022","publication_identifier":{"isbn":["9783662648322","9783662648339"],"issn":["2197-8751","2197-876X"]},"author":[{"last_name":"Schürmann","orcid":"0000-0003-2646-085X","first_name":"Mirko","full_name":"Schürmann, Mirko","id":"59707"},{"id":"30933","full_name":"Liebendörfer, Michael","orcid":"0000-0001-9887-2074","last_name":"Liebendörfer","first_name":"Michael"},{"first_name":"Christiane","last_name":"Büdenbender-Kuklinski","full_name":"Büdenbender-Kuklinski, Christiane"},{"last_name":"Lankeit","first_name":"Elisa","full_name":"Lankeit, Elisa"},{"first_name":"Johanna","last_name":"Ruge","full_name":"Ruge, Johanna"},{"full_name":"Schaper, Niclas","first_name":"Niclas","last_name":"Schaper"},{"id":"16274","full_name":"Biehler, Rolf","last_name":"Biehler","first_name":"Rolf"},{"full_name":"Hochmuth, Reinhard","last_name":"Hochmuth","first_name":"Reinhard"}],"date_updated":"2024-04-30T13:38:57Z","publication_status":"published","date_created":"2023-03-02T10:50:19Z","type":"book_chapter","department":[{"_id":"363"},{"_id":"625"}],"publication":"Unterstützungsmaßnahmen in mathematikbezogenen Studiengängen - Konzepte, Praxisbeispiele und Untersuchungsergebnisse"},{"intvolume":"        36","publication_status":"published","date_updated":"2024-05-02T07:56:23Z","author":[{"last_name":"Schönherr","first_name":"Johanna","full_name":"Schönherr, Johanna","id":"99409"},{"first_name":"S.","last_name":"Schukajlow","full_name":"Schukajlow, S."},{"first_name":"J.","last_name":"Blomberg","full_name":"Blomberg, J."},{"last_name":"Leopold","first_name":"C.","full_name":"Leopold, C."}],"title":"Effects of drawing instructions and strategic knowledge on mathematical modeling performance: Mediated by the use of the drawing strategy","year":"2022","status":"public","volume":36,"user_id":"99409","doi":"10.1002/acp.3930","_id":"45334","language":[{"iso":"eng"}],"page":"402-417","extern":"1","citation":{"short":"J. Schönherr, S. Schukajlow, J. Blomberg, C. Leopold, Applied Cognitive Psychology, Ac3930 36 (2022) 402–417.","chicago":"Schönherr, Johanna, S. Schukajlow, J. Blomberg, and C. Leopold. “Effects of Drawing Instructions and Strategic Knowledge on Mathematical Modeling Performance: Mediated by the Use of the Drawing Strategy.” <i>Applied Cognitive Psychology, Ac3930</i> 36, no. 2 (2022): 402–17. <a href=\"https://doi.org/10.1002/acp.3930\">https://doi.org/10.1002/acp.3930</a>.","apa":"Schönherr, J., Schukajlow, S., Blomberg, J., &#38; Leopold, C. (2022). Effects of drawing instructions and strategic knowledge on mathematical modeling performance: Mediated by the use of the drawing strategy. <i>Applied Cognitive Psychology, Ac3930</i>, <i>36</i>(2), 402–417. <a href=\"https://doi.org/10.1002/acp.3930\">https://doi.org/10.1002/acp.3930</a>","ieee":"J. Schönherr, S. Schukajlow, J. Blomberg, and C. Leopold, “Effects of drawing instructions and strategic knowledge on mathematical modeling performance: Mediated by the use of the drawing strategy,” <i>Applied Cognitive Psychology, ac3930</i>, vol. 36, no. 2, pp. 402–417, 2022, doi: <a href=\"https://doi.org/10.1002/acp.3930\">10.1002/acp.3930</a>.","ama":"Schönherr J, Schukajlow S, Blomberg J, Leopold C. Effects of drawing instructions and strategic knowledge on mathematical modeling performance: Mediated by the use of the drawing strategy. <i>Applied Cognitive Psychology, ac3930</i>. 2022;36(2):402-417. doi:<a href=\"https://doi.org/10.1002/acp.3930\">10.1002/acp.3930</a>","bibtex":"@article{Schönherr_Schukajlow_Blomberg_Leopold_2022, title={Effects of drawing instructions and strategic knowledge on mathematical modeling performance: Mediated by the use of the drawing strategy}, volume={36}, DOI={<a href=\"https://doi.org/10.1002/acp.3930\">10.1002/acp.3930</a>}, number={2}, journal={Applied Cognitive Psychology, ac3930}, author={Schönherr, Johanna and Schukajlow, S. and Blomberg, J. and Leopold, C.}, year={2022}, pages={402–417} }","mla":"Schönherr, Johanna, et al. “Effects of Drawing Instructions and Strategic Knowledge on Mathematical Modeling Performance: Mediated by the Use of the Drawing Strategy.” <i>Applied Cognitive Psychology, Ac3930</i>, vol. 36, no. 2, 2022, pp. 402–17, doi:<a href=\"https://doi.org/10.1002/acp.3930\">10.1002/acp.3930</a>."},"publication":"Applied Cognitive Psychology, ac3930","issue":"2","department":[{"_id":"913"}],"type":"journal_article","date_created":"2023-05-29T17:25:47Z"},{"_id":"45339","language":[{"iso":"eng"}],"page":"347–354","volume":3,"user_id":"99409","author":[{"id":"99409","full_name":"Schönherr, Johanna","last_name":"Schönherr","first_name":"Johanna"},{"first_name":"S.","last_name":"Schukajlow","full_name":"Schukajlow, S."},{"last_name":"Leopold","first_name":"C.","full_name":"Leopold, C."}],"title":"Drawing instructions, strategic knowledge, strategy-based motivation, and students' use of drawings","status":"public","year":"2022","intvolume":"         3","date_updated":"2024-05-02T07:56:41Z","publication_status":"published","date_created":"2023-05-29T17:34:03Z","department":[{"_id":"913"}],"type":"conference","citation":{"short":"J. Schönherr, S. Schukajlow, C. Leopold, in: Proceedings of the 45th PME Conference, 2022, pp. 347–354.","chicago":"Schönherr, Johanna, S. Schukajlow, and C. Leopold. “Drawing Instructions, Strategic Knowledge, Strategy-Based Motivation, and Students’ Use of Drawings.” In <i>Proceedings of the 45th PME Conference</i>, 3:347–354, 2022.","apa":"Schönherr, J., Schukajlow, S., &#38; Leopold, C. (2022). Drawing instructions, strategic knowledge, strategy-based motivation, and students’ use of drawings. <i>Proceedings of the 45th PME Conference</i>, <i>3</i>, 347–354.","ieee":"J. Schönherr, S. Schukajlow, and C. Leopold, “Drawing instructions, strategic knowledge, strategy-based motivation, and students’ use of drawings,” in <i>Proceedings of the 45th PME Conference</i>, 2022, vol. 3, pp. 347–354.","ama":"Schönherr J, Schukajlow S, Leopold C. Drawing instructions, strategic knowledge, strategy-based motivation, and students’ use of drawings. In: <i>Proceedings of the 45th PME Conference</i>. Vol 3. ; 2022:347–354.","bibtex":"@inproceedings{Schönherr_Schukajlow_Leopold_2022, title={Drawing instructions, strategic knowledge, strategy-based motivation, and students’ use of drawings}, volume={3}, booktitle={Proceedings of the 45th PME Conference}, author={Schönherr, Johanna and Schukajlow, S. and Leopold, C.}, year={2022}, pages={347–354} }","mla":"Schönherr, Johanna, et al. “Drawing Instructions, Strategic Knowledge, Strategy-Based Motivation, and Students’ Use of Drawings.” <i>Proceedings of the 45th PME Conference</i>, vol. 3, 2022, pp. 347–354."},"publication":"Proceedings of the 45th PME Conference","extern":"1"},{"_id":"35674","language":[{"iso":"eng"}],"publisher":"International Association for Statistical Education","editor":[{"full_name":"Peters, S. A.","last_name":"Peters","first_name":"S. A."},{"full_name":"Zapata-Cardona, L.","first_name":"L.","last_name":"Zapata-Cardona"},{"full_name":"Bonafini, F.","first_name":"F.","last_name":"Bonafini"},{"full_name":"Fan, A.","last_name":"Fan","first_name":"A."}],"doi":"10.52041/iase.icots11.t10e3","user_id":"37888","author":[{"id":"42660","last_name":"Fleischer","orcid":"https://orcid.org/0000-0003-0318-0329","first_name":"Franz Yannik","full_name":"Fleischer, Franz Yannik"},{"last_name":"Hüsing","first_name":"Sven","full_name":"Hüsing, Sven","id":"58465"},{"id":"16274","full_name":"Biehler, Rolf","first_name":"Rolf","last_name":"Biehler"},{"full_name":"Podworny, Susanne","orcid":"0000-0002-6313-5987","first_name":"Susanne","last_name":"Podworny","id":"30619"},{"full_name":"Schulte, Carsten","last_name":"Schulte","first_name":"Carsten","id":"60311"}],"status":"public","year":"2022","title":"Jupyter Notebooks for Teaching, Learning, and Doing Data Science","date_updated":"2024-08-21T10:03:47Z","publication_status":"published","date_created":"2023-01-10T08:50:47Z","department":[{"_id":"363"},{"_id":"67"}],"type":"conference","citation":{"apa":"Fleischer, F. Y., Hüsing, S., Biehler, R., Podworny, S., &#38; Schulte, C. (2022). Jupyter Notebooks for Teaching, Learning, and Doing Data Science. In S. A. Peters, L. Zapata-Cardona, F. Bonafini, &#38; A. Fan (Eds.), <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>. International Association for Statistical Education. <a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">https://doi.org/10.52041/iase.icots11.t10e3</a>","ieee":"F. Y. Fleischer, S. Hüsing, R. Biehler, S. Podworny, and C. Schulte, “Jupyter Notebooks for Teaching, Learning, and Doing Data Science,” in <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>, 2022, doi: <a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">10.52041/iase.icots11.t10e3</a>.","chicago":"Fleischer, Franz Yannik, Sven Hüsing, Rolf Biehler, Susanne Podworny, and Carsten Schulte. “Jupyter Notebooks for Teaching, Learning, and Doing Data Science.” In <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>, edited by S. A. Peters, L. Zapata-Cardona, F. Bonafini, and A. Fan. International Association for Statistical Education, 2022. <a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">https://doi.org/10.52041/iase.icots11.t10e3</a>.","short":"F.Y. Fleischer, S. Hüsing, R. Biehler, S. Podworny, C. Schulte, in: S.A. Peters, L. Zapata-Cardona, F. Bonafini, A. Fan (Eds.), Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics, International Association for Statistical Education, 2022.","mla":"Fleischer, Franz Yannik, et al. “Jupyter Notebooks for Teaching, Learning, and Doing Data Science.” <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>, edited by S. A. Peters et al., International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">10.52041/iase.icots11.t10e3</a>.","ama":"Fleischer FY, Hüsing S, Biehler R, Podworny S, Schulte C. Jupyter Notebooks for Teaching, Learning, and Doing Data Science. In: Peters SA, Zapata-Cardona L, Bonafini F, Fan A, eds. <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>. International Association for Statistical Education; 2022. doi:<a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">10.52041/iase.icots11.t10e3</a>","bibtex":"@inproceedings{Fleischer_Hüsing_Biehler_Podworny_Schulte_2022, title={Jupyter Notebooks for Teaching, Learning, and Doing Data Science}, DOI={<a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">10.52041/iase.icots11.t10e3</a>}, booktitle={Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics}, publisher={International Association for Statistical Education}, author={Fleischer, Franz Yannik and Hüsing, Sven and Biehler, Rolf and Podworny, Susanne and Schulte, Carsten}, editor={Peters, S. A. and Zapata-Cardona, L. and Bonafini, F. and Fan, A.}, year={2022} }"},"publication":"Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics","abstract":[{"lang":"eng","text":"<jats:p>We report on our work with students in our data science courses, focusing on the analysis of students’ results. This study represents an in-depth analysis of students’ creation and documentation of machine learning models. The students were supported by educationally designed Jupyter Notebooks, which are used as worked examples. Using the worked example, students document their results in a so-called computational essay. We examine which aspects of creating computational essays are difficult for students to find out how worked examples should be designed to support students without being too prescriptive. We analyze the computational essays produced by students and draw consequences for redesigning our worked example.</jats:p>"}]}]