[{"citation":{"ama":"Reis O. Gefürchtet und passiv hingenommen. Aspekte zur Gruppenarbeit in der Lehre. <i>Forschung &#38; Lehre</i>. 2023;30(2):128f.","chicago":"Reis, Oliver. “Gefürchtet und passiv hingenommen. Aspekte zur Gruppenarbeit in der Lehre.” <i>Forschung &#38; Lehre</i> 30, no. 2 (2023): 128f.","ieee":"O. Reis, “Gefürchtet und passiv hingenommen. Aspekte zur Gruppenarbeit in der Lehre,” <i>Forschung &#38; Lehre</i>, vol. 30, no. 2, p. 128f, 2023.","apa":"Reis, O. (2023). Gefürchtet und passiv hingenommen. Aspekte zur Gruppenarbeit in der Lehre. <i>Forschung &#38; Lehre</i>, <i>30</i>(2), 128f.","short":"O. Reis, Forschung &#38; Lehre 30 (2023) 128f.","mla":"Reis, Oliver. “Gefürchtet und passiv hingenommen. Aspekte zur Gruppenarbeit in der Lehre.” <i>Forschung &#38; Lehre</i>, vol. 30, no. 2, 2023, p. 128f.","bibtex":"@article{Reis_2023, title={Gefürchtet und passiv hingenommen. Aspekte zur Gruppenarbeit in der Lehre}, volume={30}, number={2}, journal={Forschung &#38; Lehre}, author={Reis, Oliver}, year={2023}, pages={128f} }"},"page":"128f","intvolume":"        30","year":"2023","issue":"2","publication_status":"published","title":"Gefürchtet und passiv hingenommen. Aspekte zur Gruppenarbeit in der Lehre","date_created":"2024-04-28T17:37:39Z","author":[{"first_name":"Oliver","last_name":"Reis","full_name":"Reis, Oliver","id":"55567"}],"volume":30,"date_updated":"2024-04-28T17:38:05Z","status":"public","type":"journal_article","publication":"Forschung & Lehre","language":[{"iso":"ger"}],"user_id":"49063","department":[{"_id":"432"}],"_id":"53738"},{"type":"book_chapter","publication":"Recht und Religionen im Weimarer Dreieck. Europäische Anforderungen und Chancen","status":"public","editor":[{"last_name":"Krimphove","full_name":"Krimphove, Dieter","first_name":"Dieter"},{"first_name":"Markus","full_name":"Globisch, Markus","last_name":"Globisch"}],"user_id":"49063","department":[{"_id":"432"}],"_id":"53008","language":[{"iso":"ger"}],"publication_status":"published","citation":{"bibtex":"@inbook{Reis_2023, place={Baden-Baden}, title={Das Grundgesetz als Katalysator zur Konzeptionierung religiöser Bildung in Deutschland. Zum Verhältnis von Bildung und Recht in der Weiterentwicklung des konfessionellen Religionsunterrichts}, booktitle={Recht und Religionen im Weimarer Dreieck. Europäische Anforderungen und Chancen}, publisher={Nomos Verlag}, author={Reis, Oliver}, editor={Krimphove, Dieter and Globisch, Markus}, year={2023}, pages={259–280} }","short":"O. Reis, in: D. Krimphove, M. Globisch (Eds.), Recht und Religionen im Weimarer Dreieck. Europäische Anforderungen und Chancen, Nomos Verlag, Baden-Baden, 2023, pp. 259–280.","mla":"Reis, Oliver. “Das Grundgesetz als Katalysator zur Konzeptionierung religiöser Bildung in Deutschland. Zum Verhältnis von Bildung und Recht in der Weiterentwicklung des konfessionellen Religionsunterrichts.” <i>Recht und Religionen im Weimarer Dreieck. Europäische Anforderungen und Chancen</i>, edited by Dieter Krimphove and Markus Globisch, Nomos Verlag, 2023, pp. 259–80.","apa":"Reis, O. (2023). Das Grundgesetz als Katalysator zur Konzeptionierung religiöser Bildung in Deutschland. Zum Verhältnis von Bildung und Recht in der Weiterentwicklung des konfessionellen Religionsunterrichts. In D. Krimphove &#38; M. Globisch (Eds.), <i>Recht und Religionen im Weimarer Dreieck. Europäische Anforderungen und Chancen</i> (pp. 259–280). Nomos Verlag.","chicago":"Reis, Oliver. “Das Grundgesetz als Katalysator zur Konzeptionierung religiöser Bildung in Deutschland. Zum Verhältnis von Bildung und Recht in der Weiterentwicklung des konfessionellen Religionsunterrichts.” In <i>Recht und Religionen im Weimarer Dreieck. Europäische Anforderungen und Chancen</i>, edited by Dieter Krimphove and Markus Globisch, 259–80. Baden-Baden: Nomos Verlag, 2023.","ieee":"O. Reis, “Das Grundgesetz als Katalysator zur Konzeptionierung religiöser Bildung in Deutschland. Zum Verhältnis von Bildung und Recht in der Weiterentwicklung des konfessionellen Religionsunterrichts,” in <i>Recht und Religionen im Weimarer Dreieck. Europäische Anforderungen und Chancen</i>, D. Krimphove and M. Globisch, Eds. Baden-Baden: Nomos Verlag, 2023, pp. 259–280.","ama":"Reis O. Das Grundgesetz als Katalysator zur Konzeptionierung religiöser Bildung in Deutschland. Zum Verhältnis von Bildung und Recht in der Weiterentwicklung des konfessionellen Religionsunterrichts. In: Krimphove D, Globisch M, eds. <i>Recht und Religionen im Weimarer Dreieck. Europäische Anforderungen und Chancen</i>. Nomos Verlag; 2023:259-280."},"page":"259-280","year":"2023","place":"Baden-Baden","author":[{"last_name":"Reis","full_name":"Reis, Oliver","id":"55567","first_name":"Oliver"}],"date_created":"2024-03-26T17:46:24Z","date_updated":"2024-04-28T17:54:13Z","publisher":"Nomos Verlag","title":"Das Grundgesetz als Katalysator zur Konzeptionierung religiöser Bildung in Deutschland. Zum Verhältnis von Bildung und Recht in der Weiterentwicklung des konfessionellen Religionsunterrichts"},{"year":"2023","citation":{"chicago":"Lienen, Christian, Mathis Brede, Daniel Karger, Kevin Koch, Dalisha Logan, Janet Mazur, Alexander Philipp Nowosad, Alexander Schnelle, Mohness Waizy, and Marco Platzner. “AutonomROS: A ReconROS-Based Autonomous Driving Unit.” In <i>2023 Seventh IEEE International Conference on Robotic Computing (IRC)</i>. IEEE, 2023. <a href=\"https://doi.org/10.1109/irc59093.2023.00056\">https://doi.org/10.1109/irc59093.2023.00056</a>.","ieee":"C. Lienen <i>et al.</i>, “AutonomROS: A ReconROS-based Autonomous Driving Unit,” 2023, doi: <a href=\"https://doi.org/10.1109/irc59093.2023.00056\">10.1109/irc59093.2023.00056</a>.","ama":"Lienen C, Brede M, Karger D, et al. AutonomROS: A ReconROS-based Autonomous Driving Unit. In: <i>2023 Seventh IEEE International Conference on Robotic Computing (IRC)</i>. IEEE; 2023. doi:<a href=\"https://doi.org/10.1109/irc59093.2023.00056\">10.1109/irc59093.2023.00056</a>","apa":"Lienen, C., Brede, M., Karger, D., Koch, K., Logan, D., Mazur, J., Nowosad, A. P., Schnelle, A., Waizy, M., &#38; Platzner, M. (2023). AutonomROS: A ReconROS-based Autonomous Driving Unit. <i>2023 Seventh IEEE International Conference on Robotic Computing (IRC)</i>. <a href=\"https://doi.org/10.1109/irc59093.2023.00056\">https://doi.org/10.1109/irc59093.2023.00056</a>","short":"C. Lienen, M. Brede, D. Karger, K. Koch, D. Logan, J. Mazur, A.P. Nowosad, A. Schnelle, M. Waizy, M. Platzner, in: 2023 Seventh IEEE International Conference on Robotic Computing (IRC), IEEE, 2023.","mla":"Lienen, Christian, et al. “AutonomROS: A ReconROS-Based Autonomous Driving Unit.” <i>2023 Seventh IEEE International Conference on Robotic Computing (IRC)</i>, IEEE, 2023, doi:<a href=\"https://doi.org/10.1109/irc59093.2023.00056\">10.1109/irc59093.2023.00056</a>.","bibtex":"@inproceedings{Lienen_Brede_Karger_Koch_Logan_Mazur_Nowosad_Schnelle_Waizy_Platzner_2023, title={AutonomROS: A ReconROS-based Autonomous Driving Unit}, DOI={<a href=\"https://doi.org/10.1109/irc59093.2023.00056\">10.1109/irc59093.2023.00056</a>}, booktitle={2023 Seventh IEEE International Conference on Robotic Computing (IRC)}, publisher={IEEE}, author={Lienen, Christian and Brede, Mathis and Karger, Daniel and Koch, Kevin and Logan, Dalisha and Mazur, Janet and Nowosad, Alexander Philipp and Schnelle, Alexander and Waizy, Mohness and Platzner, Marco}, year={2023} }"},"publication_status":"published","title":"AutonomROS: A ReconROS-based Autonomous Driving Unit","doi":"10.1109/irc59093.2023.00056","date_updated":"2024-04-30T09:16:01Z","publisher":"IEEE","author":[{"full_name":"Lienen, Christian","id":"60323","last_name":"Lienen","first_name":"Christian"},{"last_name":"Brede","full_name":"Brede, Mathis","first_name":"Mathis"},{"first_name":"Daniel","full_name":"Karger, Daniel","last_name":"Karger"},{"last_name":"Koch","full_name":"Koch, Kevin","first_name":"Kevin"},{"first_name":"Dalisha","last_name":"Logan","full_name":"Logan, Dalisha"},{"first_name":"Janet","full_name":"Mazur, Janet","last_name":"Mazur"},{"last_name":"Nowosad","full_name":"Nowosad, Alexander Philipp","first_name":"Alexander Philipp"},{"full_name":"Schnelle, Alexander","last_name":"Schnelle","first_name":"Alexander"},{"full_name":"Waizy, Mohness","last_name":"Waizy","first_name":"Mohness"},{"last_name":"Platzner","full_name":"Platzner, Marco","id":"398","first_name":"Marco"}],"date_created":"2024-04-30T09:04:55Z","status":"public","publication":"2023 Seventh IEEE International Conference on Robotic Computing (IRC)","type":"conference","language":[{"iso":"eng"}],"_id":"53794","department":[{"_id":"78"}],"user_id":"398"},{"language":[{"iso":"eng"}],"department":[{"_id":"78"}],"user_id":"398","_id":"45913","project":[{"name":"SFB 901 - T1: SFB 901 -Subproject T1","_id":"83"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"},{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "}],"status":"public","publication":"Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)","type":"conference","doi":"https://doi.org/10.1007/978-3-031-42921-7_17","title":"On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64","date_created":"2023-07-09T12:50:32Z","author":[{"first_name":"Lennart","full_name":"Clausing, Lennart","id":"74287","orcid":"0000-0003-3789-6034","last_name":"Clausing"},{"last_name":"Guetattfi","full_name":"Guetattfi, Zakarya","first_name":"Zakarya"},{"last_name":"Kaufmann","full_name":"Kaufmann, Paul","first_name":"Paul"},{"first_name":"Christian","id":"60323","full_name":"Lienen, Christian","last_name":"Lienen"},{"full_name":"Platzner, Marco","id":"398","last_name":"Platzner","first_name":"Marco"}],"date_updated":"2024-04-30T09:11:26Z","citation":{"apa":"Clausing, L., Guetattfi, Z., Kaufmann, P., Lienen, C., &#38; Platzner, M. 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Platzner, in: Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC), 2023.","mla":"Clausing, Lennart, et al. “On Guaranteeing Schedulability of Periodic Real-Time Hardware Tasks under ReconOS64.” <i>Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)</i>, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-42921-7_17\">https://doi.org/10.1007/978-3-031-42921-7_17</a>.","ama":"Clausing L, Guetattfi Z, Kaufmann P, Lienen C, Platzner M. On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64. In: <i>Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)</i>. ; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-42921-7_17\">https://doi.org/10.1007/978-3-031-42921-7_17</a>","ieee":"L. Clausing, Z. Guetattfi, P. Kaufmann, C. Lienen, and M. Platzner, “On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64,” 2023, doi: <a href=\"https://doi.org/10.1007/978-3-031-42921-7_17\">https://doi.org/10.1007/978-3-031-42921-7_17</a>.","chicago":"Clausing, Lennart, Zakarya Guetattfi, Paul Kaufmann, Christian Lienen, and Marco Platzner. “On Guaranteeing Schedulability of Periodic Real-Time Hardware Tasks under ReconOS64.” In <i>Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)</i>, 2023. <a href=\"https://doi.org/10.1007/978-3-031-42921-7_17\">https://doi.org/10.1007/978-3-031-42921-7_17</a>."},"year":"2023"},{"publication":"Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI)","type":"conference","status":"public","_id":"46229","department":[{"_id":"78"}],"user_id":"398","language":[{"iso":"eng"}],"publication_status":"accepted","year":"2023","citation":{"mla":"Lienen, Christian, et al. “Mapping and Optimizing Communication in ROS 2-Based Applications on Configurable System-on-Chip Platforms.” <i>Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI)</i>, doi:<a href=\"https://doi.org/10.1145/3637843.3637846\">https://doi.org/10.1145/3637843.3637846</a>.","short":"C. Lienen, A.P. Nowosad, M. Platzner, in: Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI), n.d.","bibtex":"@inproceedings{Lienen_Nowosad_Platzner, title={Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms}, DOI={<a href=\"https://doi.org/10.1145/3637843.3637846\">https://doi.org/10.1145/3637843.3637846</a>}, booktitle={Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI)}, author={Lienen, Christian and Nowosad, Alexander Philipp and Platzner, Marco} }","apa":"Lienen, C., Nowosad, A. P., &#38; Platzner, M. (n.d.). Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms. <i>Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI)</i>. <a href=\"https://doi.org/10.1145/3637843.3637846\">https://doi.org/10.1145/3637843.3637846</a>","chicago":"Lienen, Christian, Alexander Philipp Nowosad, and Marco Platzner. “Mapping and Optimizing Communication in ROS 2-Based Applications on Configurable System-on-Chip Platforms.” In <i>Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI)</i>, n.d. <a href=\"https://doi.org/10.1145/3637843.3637846\">https://doi.org/10.1145/3637843.3637846</a>.","ieee":"C. Lienen, A. P. Nowosad, and M. 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Platzner, in:  Proceedings of the 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023.","bibtex":"@inproceedings{Lienen_Middeke_Platzner_2023, title={fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications}, DOI={<a href=\"https://doi.org/10.1109/IROS55552.2023.10341921\">10.1109/IROS55552.2023.10341921</a>}, booktitle={ Proceedings of the 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, author={Lienen, Christian and Middeke, Sorel Horst and Platzner, Marco}, year={2023} }","mla":"Lienen, Christian, et al. “FpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications.” <i> Proceedings of the 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)</i>, 2023, doi:<a href=\"https://doi.org/10.1109/IROS55552.2023.10341921\">10.1109/IROS55552.2023.10341921</a>.","apa":"Lienen, C., Middeke, S. H., &#38; Platzner, M. (2023). fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications. <i> Proceedings of the 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)</i>. <a href=\"https://doi.org/10.1109/IROS55552.2023.10341921\">https://doi.org/10.1109/IROS55552.2023.10341921</a>"},"year":"2023","author":[{"last_name":"Lienen","id":"60323","full_name":"Lienen, Christian","first_name":"Christian"},{"first_name":"Sorel Horst","last_name":"Middeke","full_name":"Middeke, Sorel Horst"},{"last_name":"Platzner","id":"398","full_name":"Platzner, Marco","first_name":"Marco"}],"date_created":"2023-03-20T07:41:47Z","date_updated":"2024-04-30T09:13:03Z","main_file_link":[{"url":"https://arxiv.org/pdf/2303.00532.pdf"}],"doi":"10.1109/IROS55552.2023.10341921","title":"fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications"},{"type":"journal_article","status":"public","_id":"53801","project":[{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject B1)","grant_number":"160364472"}],"department":[{"_id":"579"}],"user_id":"58701","article_type":"original","article_number":"102235","file_date_updated":"2024-04-30T12:34:35Z","funded_apc":"1","publication_identifier":{"issn":["0169-023X"]},"has_accepted_license":"1","publication_status":"published","intvolume":"       148","citation":{"ama":"Kersting J, Maoro F, Geierhos M. Towards comparable ratings: Exploring bias in German physician reviews. <i>Data &#38; Knowledge Engineering</i>. 2023;148. doi:<a href=\"https://doi.org/10.1016/j.datak.2023.102235\">10.1016/j.datak.2023.102235</a>","chicago":"Kersting, Joschka, Falk Maoro, and Michaela Geierhos. “Towards Comparable Ratings: Exploring Bias in German Physician Reviews.” <i>Data &#38; Knowledge Engineering</i> 148 (2023). <a href=\"https://doi.org/10.1016/j.datak.2023.102235\">https://doi.org/10.1016/j.datak.2023.102235</a>.","ieee":"J. Kersting, F. Maoro, and M. Geierhos, “Towards comparable ratings: Exploring bias in German physician reviews,” <i>Data &#38; Knowledge Engineering</i>, vol. 148, Art. no. 102235, 2023, doi: <a href=\"https://doi.org/10.1016/j.datak.2023.102235\">10.1016/j.datak.2023.102235</a>.","bibtex":"@article{Kersting_Maoro_Geierhos_2023, title={Towards comparable ratings: Exploring bias in German physician reviews}, volume={148}, DOI={<a href=\"https://doi.org/10.1016/j.datak.2023.102235\">10.1016/j.datak.2023.102235</a>}, number={102235}, journal={Data &#38; Knowledge Engineering}, publisher={Elsevier}, author={Kersting, Joschka and Maoro, Falk and Geierhos, Michaela}, year={2023} }","mla":"Kersting, Joschka, et al. “Towards Comparable Ratings: Exploring Bias in German Physician Reviews.” <i>Data &#38; Knowledge Engineering</i>, vol. 148, 102235, Elsevier, 2023, doi:<a href=\"https://doi.org/10.1016/j.datak.2023.102235\">10.1016/j.datak.2023.102235</a>.","short":"J. Kersting, F. Maoro, M. Geierhos, Data &#38; Knowledge Engineering 148 (2023).","apa":"Kersting, J., Maoro, F., &#38; Geierhos, M. (2023). Towards comparable ratings: Exploring bias in German physician reviews. <i>Data &#38; Knowledge Engineering</i>, <i>148</i>, Article 102235. <a href=\"https://doi.org/10.1016/j.datak.2023.102235\">https://doi.org/10.1016/j.datak.2023.102235</a>"},"oa":"1","date_updated":"2024-04-30T12:41:14Z","volume":148,"author":[{"first_name":"Joschka","last_name":"Kersting","full_name":"Kersting, Joschka","id":"58701"},{"first_name":"Falk","last_name":"Maoro","full_name":"Maoro, Falk"},{"first_name":"Michaela","full_name":"Geierhos, Michaela","last_name":"Geierhos"}],"doi":"10.1016/j.datak.2023.102235","main_file_link":[{"open_access":"1","url":" https://doi.org/10.1016/j.datak.2023.102235 "}],"publication":"Data & Knowledge Engineering","abstract":[{"lang":"eng","text":"In this study, we evaluate the impact of gender-biased data from German-language physician reviews on the fairness of fine-tuned language models. For two different downstream tasks, we use data reported to be gender biased and aggregate it with annotations. First, we propose a new approach to aspect-based sentiment analysis that allows identifying, extracting, and classifying implicit and explicit aspect phrases and their polarity within a single model. The second task we present is grade prediction, where we predict the overall grade of a review on the basis of the review text. For both tasks, we train numerous transformer models and evaluate their performance. The aggregation of sensitive attributes, such as a physician’s gender and migration background, with individual text reviews allows us to measure the performance of the models with respect to these sensitive groups. These group-wise performance measures act as extrinsic bias measures for our downstream tasks. In addition, we translate several gender-specific templates of the intrinsic bias metrics into the German language and evaluate our fine-tuned models. Based on this set of tasks, fine-tuned models, and intrinsic and extrinsic bias measures, we perform correlation analyses between intrinsic and extrinsic bias measures. In terms of sensitive groups and effect sizes, our bias measure results show different directions. Furthermore, correlations between measures of intrinsic and extrinsic bias can be observed in different directions. This leads us to conclude that gender-biased data does not inherently lead to biased models. Other variables, such as template dependency for intrinsic measures and label distribution in the data, must be taken into account as they strongly influence the metric results. Therefore, we suggest that metrics and templates should be chosen according to the given task and the biases to be assessed. "}],"file":[{"content_type":"application/pdf","relation":"main_file","success":1,"date_created":"2024-04-30T12:34:35Z","creator":"jkers","date_updated":"2024-04-30T12:34:35Z","file_name":"Kersting 2023.pdf","file_id":"53802","access_level":"closed","file_size":1381398}],"keyword":["Language model fairness","Aspect phrase classification","Grade prediction","Physician reviews"],"ddc":["004"],"language":[{"iso":"eng"}],"year":"2023","publisher":"Elsevier","date_created":"2024-04-30T12:30:56Z","title":"Towards comparable ratings: Exploring bias in German physician reviews"},{"_id":"46569","department":[{"_id":"913"}],"user_id":"99409","keyword":["General Mathematics","Education"],"language":[{"iso":"eng"}],"publication":"ZDM – Mathematics Education","type":"journal_article","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>External visualization (i.e., physically embodied visualization) is central to the teaching and learning of mathematics. As external visualization is an important part of mathematics at all levels of education, it is diverse, and research on external visualization has become a wide and complex field. The aim of this scoping review is to characterize external visualizations in recent mathematics education research in order to develop a common ground and guide future research. A qualitative content analysis of the full texts of 130 studies published between 2018 and 2022 applied a deductive-inductive coding procedure to assess four dimensions: visualization product or process, type of visualization, media, and purpose. The analysis revealed different types of external visualizations including visualizations with physical resemblance ranging from pictorial to abstract visualizations as well as three types of visualizations with structural resemblance: length, area, and relational visualizations. Future research should include measures of visualization products or processes to help explain the demands and affordances that different types of visualizations present to learners and teachers.</jats:p>","lang":"eng"}],"status":"public","date_updated":"2024-04-30T13:43:22Z","publisher":"Springer Science and Business Media LLC","date_created":"2023-08-17T10:11:45Z","author":[{"last_name":"Schoenherr","full_name":"Schoenherr, Johanna","first_name":"Johanna"},{"full_name":"Schukajlow, Stanislaw","last_name":"Schukajlow","first_name":"Stanislaw"}],"title":"Characterizing external visualization in mathematics education research: a scoping review","doi":"10.1007/s11858-023-01494-3","publication_identifier":{"issn":["1863-9690","1863-9704"]},"publication_status":"published","year":"2023","citation":{"ama":"Schoenherr J, Schukajlow S. Characterizing external visualization in mathematics education research: a scoping review. <i>ZDM – Mathematics Education</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1007/s11858-023-01494-3\">10.1007/s11858-023-01494-3</a>","chicago":"Schoenherr, Johanna, and Stanislaw Schukajlow. “Characterizing External Visualization in Mathematics Education Research: A Scoping Review.” <i>ZDM – Mathematics Education</i>, 2023. <a href=\"https://doi.org/10.1007/s11858-023-01494-3\">https://doi.org/10.1007/s11858-023-01494-3</a>.","ieee":"J. Schoenherr and S. Schukajlow, “Characterizing external visualization in mathematics education research: a scoping review,” <i>ZDM – Mathematics Education</i>, 2023, doi: <a href=\"https://doi.org/10.1007/s11858-023-01494-3\">10.1007/s11858-023-01494-3</a>.","bibtex":"@article{Schoenherr_Schukajlow_2023, title={Characterizing external visualization in mathematics education research: a scoping review}, DOI={<a href=\"https://doi.org/10.1007/s11858-023-01494-3\">10.1007/s11858-023-01494-3</a>}, journal={ZDM – Mathematics Education}, publisher={Springer Science and Business Media LLC}, author={Schoenherr, Johanna and Schukajlow, Stanislaw}, year={2023} }","mla":"Schoenherr, Johanna, and Stanislaw Schukajlow. “Characterizing External Visualization in Mathematics Education Research: A Scoping Review.” <i>ZDM – Mathematics Education</i>, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1007/s11858-023-01494-3\">10.1007/s11858-023-01494-3</a>.","short":"J. Schoenherr, S. Schukajlow, ZDM – Mathematics Education (2023).","apa":"Schoenherr, J., &#38; Schukajlow, S. (2023). Characterizing external visualization in mathematics education research: a scoping review. <i>ZDM – Mathematics Education</i>. <a href=\"https://doi.org/10.1007/s11858-023-01494-3\">https://doi.org/10.1007/s11858-023-01494-3</a>"}},{"has_accepted_license":"1","place":"Paderborn","citation":{"mla":"Wehrheim, Heike, et al. “Verifying Software and Reconfigurable Hardware Services.” <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 125–44, doi:<a href=\"https://doi.org/10.5281/zenodo.8068583\">10.5281/zenodo.8068583</a>.","short":"H. Wehrheim, M. Platzner, E. Bodden, P. Schubert, F. Pauck, M.-C. Jakobs, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. 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