[{"date_created":"2022-11-03T09:09:51Z","publisher":"wbv","title":"Augmented Reality Anwendungen in der betrieblichen Aus‐ und Weiterbildung","year":"2022","language":[{"iso":"ger"}],"keyword":["Augmented Reality","Ausbildung","Weiterbildung","Lernen mit digitalen Medien","integratives Literaturreview"],"publication":"Digitalisierung und digitale Medien in der Berufsbildung: Konzepte, Befunde und Herausforderungen","abstract":[{"text":"Der Beitrag widmet sich dem Einsatz von Augmented Reality (AR) in betrieblichen Aus- und Weiterbildungskontexten. Hierbei stehen insbesondere Fragen zu Berufsfeldern\r\nund Ausbildungsinhalten, zu verwendeten AR-Spezifikationen, zu Zusammenhängen\r\nzwischen AR-Anwendung und leistungs-, wahrnehmungs- und motivationsbezogenen\r\nVariablen sowie zur didaktischen Einbettung entsprechender Technologien im Fokus.\r\nAuf Basis einer integrierenden Sichtung bestehender Literatur konnten insgesamt\r\n16 Studien sowie zwei bereits vorliegende Literaturreviews in die Analyse eingeschlossen werden. Die Ergebnisse verweisen u. a. auf eine heterogene Lage hinsichtlich forschungsmethodischer Zugänge und didaktischer Referenzkonzepte. Weitgehend förderliche Effekte auf leistungs-, wahrnehmungs- und motivationsbezogene Variablen\r\nstimmen insgesamt bezüglich des AR-Einsatzes positiv, machen aber auch die Notwendigkeit einer integrierten Betrachtung technologischer und pädagogisch-instruktionaler\r\nGestaltungsparameter deutlich.","lang":"ger"},{"text":"This contribution focuses on the use of augmented reality (AR) in vocational education and training as well as further education contexts. In particular, the focus is on\r\nquestions regarding what occupational fields and training contents use AR, what kind\r\nof AR are used, whether correlations between AR applications and performance-, perception- and motivation-related variables exist, as well as how AR is embedded in didactic and pedagogic contexts. Based on an integrative review of existing literature, a\r\ntotal of 16 studies and two existing literature reviews were included in the analysis.\r\nThe results indicate, among other things, that the studies use heterogeneous research\r\nmethodologies as well as didactic and pedagogic reference theories. A few studies\r\npoint to positive effects of AR use on performance-, perception- and motivation-related\r\nvariables. At the same time, the review emphasises a need to further integrate technological and pedagogical-instruction design parameters.","lang":"eng"}],"author":[{"first_name":"Tobias","last_name":"Kärner","full_name":"Kärner, Tobias"},{"last_name":"Goller","orcid":"0000-0002-2820-9178","id":"30984","full_name":"Goller, Michael","first_name":"Michael"},{"first_name":"Andreas","last_name":"Maier","full_name":"Maier, Andreas"}],"volume":41,"date_updated":"2022-11-15T08:08:50Z","related_material":{"link":[{"url":"https://www.wbv.de/openaccess/themenbereiche/berufs-und-wirtschaftspaedagogik/shop/detail/name/_/0/1/I71381","relation":"confirmation"}]},"publication_status":"published","citation":{"ama":"Kärner T, Goller M, Maier A. Augmented Reality Anwendungen in der betrieblichen Aus‐ und Weiterbildung. In: Schumann S, Seeber S, Abele S, eds. <i>Digitalisierung und digitale Medien in der Berufsbildung: Konzepte, Befunde und Herausforderungen</i>. Vol 41. Wirtschaft – Beruf – Ethik. wbv; 2022:213-230.","chicago":"Kärner, Tobias, Michael Goller, and Andreas Maier. “Augmented Reality Anwendungen in der betrieblichen Aus‐ und Weiterbildung.” In <i>Digitalisierung und digitale Medien in der Berufsbildung: Konzepte, Befunde und Herausforderungen</i>, edited by Stephan Schumann, Susan Seeber, and Stephan Abele, 41:213–30. Wirtschaft – Beruf – Ethik. Bielefeld: wbv, 2022.","ieee":"T. Kärner, M. Goller, and A. Maier, “Augmented Reality Anwendungen in der betrieblichen Aus‐ und Weiterbildung,” in <i>Digitalisierung und digitale Medien in der Berufsbildung: Konzepte, Befunde und Herausforderungen</i>, vol. 41, S. Schumann, S. Seeber, and S. Abele, Eds. Bielefeld: wbv, 2022, pp. 213–230.","apa":"Kärner, T., Goller, M., &#38; Maier, A. (2022). Augmented Reality Anwendungen in der betrieblichen Aus‐ und Weiterbildung. In S. Schumann, S. Seeber, &#38; S. Abele (Eds.), <i>Digitalisierung und digitale Medien in der Berufsbildung: Konzepte, Befunde und Herausforderungen</i> (Vol. 41, pp. 213–230). wbv.","short":"T. Kärner, M. Goller, A. Maier, in: S. Schumann, S. Seeber, S. Abele (Eds.), Digitalisierung und digitale Medien in der Berufsbildung: Konzepte, Befunde und Herausforderungen, wbv, Bielefeld, 2022, pp. 213–230.","mla":"Kärner, Tobias, et al. “Augmented Reality Anwendungen in der betrieblichen Aus‐ und Weiterbildung.” <i>Digitalisierung und digitale Medien in der Berufsbildung: Konzepte, Befunde und Herausforderungen</i>, edited by Stephan Schumann et al., vol. 41, wbv, 2022, pp. 213–30.","bibtex":"@inbook{Kärner_Goller_Maier_2022, place={Bielefeld}, series={Wirtschaft – Beruf – Ethik}, title={Augmented Reality Anwendungen in der betrieblichen Aus‐ und Weiterbildung}, volume={41}, booktitle={Digitalisierung und digitale Medien in der Berufsbildung: Konzepte, Befunde und Herausforderungen}, publisher={wbv}, author={Kärner, Tobias and Goller, Michael and Maier, Andreas}, editor={Schumann, Stephan and Seeber, Susan and Abele, Stephan}, year={2022}, pages={213–230}, collection={Wirtschaft – Beruf – Ethik} }"},"page":"213-230","intvolume":"        41","place":"Bielefeld","series_title":"Wirtschaft – Beruf – Ethik","user_id":"79910","department":[{"_id":"452"}],"_id":"33985","type":"book_chapter","status":"public","editor":[{"first_name":"Stephan","full_name":"Schumann, Stephan","last_name":"Schumann"},{"first_name":"Susan","full_name":"Seeber, Susan","last_name":"Seeber"},{"last_name":"Abele","full_name":"Abele, Stephan","first_name":"Stephan"}]},{"title":"Kompetenzen des betrieblichen Ausbildungspersonals: Eine literaturbasierte Systematisierung","date_created":"2022-11-15T08:08:14Z","author":[{"first_name":"Caroline ","last_name":"Bonnes","full_name":"Bonnes, Caroline "},{"full_name":"Binkert, Julia","last_name":"Binkert","first_name":"Julia"},{"first_name":"Michael","full_name":"Goller, Michael","id":"30984","last_name":"Goller","orcid":"0000-0002-2820-9178"}],"date_updated":"2022-11-15T08:08:24Z","citation":{"apa":"Bonnes, C., Binkert, J., &#38; Goller, M. (2022). Kompetenzen des betrieblichen Ausbildungspersonals: Eine literaturbasierte Systematisierung. <i>Berufsbildung in Wissenschaft und Praxis – BWP</i>, <i>4</i>.","mla":"Bonnes, Caroline, et al. “Kompetenzen des betrieblichen Ausbildungspersonals: Eine literaturbasierte Systematisierung.” <i>Berufsbildung in Wissenschaft und Praxis – BWP</i>, no. 4, 2022.","short":"C. Bonnes, J. Binkert, M. Goller, Berufsbildung in Wissenschaft und Praxis – BWP (2022).","bibtex":"@article{Bonnes_Binkert_Goller_2022, title={Kompetenzen des betrieblichen Ausbildungspersonals: Eine literaturbasierte Systematisierung}, number={4}, journal={Berufsbildung in Wissenschaft und Praxis – BWP}, author={Bonnes, Caroline  and Binkert, Julia and Goller, Michael}, year={2022} }","ama":"Bonnes C, Binkert J, Goller M. Kompetenzen des betrieblichen Ausbildungspersonals: Eine literaturbasierte Systematisierung. <i>Berufsbildung in Wissenschaft und Praxis – BWP</i>. 2022;(4).","chicago":"Bonnes, Caroline , Julia Binkert, and Michael Goller. “Kompetenzen des betrieblichen Ausbildungspersonals: Eine literaturbasierte Systematisierung.” <i>Berufsbildung in Wissenschaft und Praxis – BWP</i>, no. 4 (2022).","ieee":"C. Bonnes, J. Binkert, and M. Goller, “Kompetenzen des betrieblichen Ausbildungspersonals: Eine literaturbasierte Systematisierung,” <i>Berufsbildung in Wissenschaft und Praxis – BWP</i>, no. 4, 2022."},"year":"2022","related_material":{"link":[{"url":"https://www.bwp-zeitschrift.de/dienst/veroeffentlichungen/de/bwp.php/de/bwp/show/18099","relation":"confirmation"}]},"issue":"4","publication_status":"published","language":[{"iso":"ger"}],"department":[{"_id":"452"}],"user_id":"50788","_id":"34080","status":"public","abstract":[{"lang":"ger","text":"Startpunkt jeglicher Professionalisierungsbemühungen ist ein Verständnis der für das professionelle Handeln notwendigen Kompetenzen. Dieser Beitrag widmet sich der literaturbasierten Identifikation von Kompetenzen des betrieblichen Ausbildungspersonals und ordnet diese den vier Kompetenzbereichen Fach-, Methoden-, Sozial- und Selbstkompetenz zu. Die Ergebnisse können sowohl als Grundlage für weitere Forschung dienen als auch in der Praxis als Orientierung für die Gestaltung von Qualifizierungsmaßnahmen verwendet werden.\r\n"}],"publication":"Berufsbildung in Wissenschaft und Praxis – BWP","type":"journal_article"},{"date_updated":"2022-11-15T08:49:10Z","publisher":"International Conference on Computational Linguistics","author":[{"full_name":"Alshomary, Milad","id":"73059","last_name":"Alshomary","first_name":"Milad"},{"first_name":"Maja","last_name":"Stahl","id":"77647","full_name":"Stahl, Maja"}],"date_created":"2022-11-10T09:51:45Z","title":"Argument Novelty and Validity Assessment via Multitask and Transfer Learning","publication_status":"published","place":"Online and in Gyeongju, Republic of Korea","year":"2022","page":"111–114","citation":{"apa":"Alshomary, M., &#38; Stahl, M. (2022). Argument Novelty and Validity Assessment via Multitask and Transfer Learning. <i>Proceedings of the 9th Workshop on Argument Mining</i>, 111–114.","bibtex":"@inproceedings{Alshomary_Stahl_2022, place={Online and in Gyeongju, Republic of Korea}, title={Argument Novelty and Validity Assessment via Multitask and Transfer Learning}, booktitle={Proceedings of the 9th Workshop on Argument Mining}, publisher={International Conference on Computational Linguistics}, author={Alshomary, Milad and Stahl, Maja}, year={2022}, pages={111–114} }","short":"M. Alshomary, M. Stahl, in: Proceedings of the 9th Workshop on Argument Mining, International Conference on Computational Linguistics, Online and in Gyeongju, Republic of Korea, 2022, pp. 111–114.","mla":"Alshomary, Milad, and Maja Stahl. “Argument Novelty and Validity Assessment via Multitask and Transfer Learning.” <i>Proceedings of the 9th Workshop on Argument Mining</i>, International Conference on Computational Linguistics, 2022, pp. 111–114.","ama":"Alshomary M, Stahl M. Argument Novelty and Validity Assessment via Multitask and Transfer Learning. In: <i>Proceedings of the 9th Workshop on Argument Mining</i>. International Conference on Computational Linguistics; 2022:111–114.","ieee":"M. Alshomary and M. Stahl, “Argument Novelty and Validity Assessment via Multitask and Transfer Learning,” in <i>Proceedings of the 9th Workshop on Argument Mining</i>, 2022, pp. 111–114.","chicago":"Alshomary, Milad, and Maja Stahl. “Argument Novelty and Validity Assessment via Multitask and Transfer Learning.” In <i>Proceedings of the 9th Workshop on Argument Mining</i>, 111–114. Online and in Gyeongju, Republic of Korea: International Conference on Computational Linguistics, 2022."},"_id":"34051","user_id":"77647","language":[{"iso":"eng"}],"publication":"Proceedings of the 9th Workshop on Argument Mining","type":"conference","abstract":[{"text":"An argument is a constellation of premises reasoning towards a certain conclusion. The automatic generation of conclusions is becoming a very prominent task, raising the need for automatic measures to assess the quality of these generated conclusions. The SharedTask at the 9th Workshop on Argument Mining proposes a new task to assess the novelty and validity of a conclusion given a set of premises. In this paper, we present a multitask learning approach that transfers the knowledge learned from the natural language inference task to the tasks at hand. Evaluation results indicate the importance of both knowledge transfer and joint learning, placing our approach in the fifth place with strong results compared to baselines.","lang":"eng"}],"status":"public"},{"status":"public","abstract":[{"lang":"eng","text":"<jats:p>Using a unique combination of advanced characterization techniques, we identify specific degradation mechanisms and quantify degradative species formed during fast charge cycling of lithium-ion battery pouch cells.</jats:p>"}],"publication":"Journal of Materials Chemistry A","type":"journal_article","language":[{"iso":"eng"}],"keyword":["General Materials Science","Renewable Energy","Sustainability and the Environment","General Chemistry"],"department":[{"_id":"633"}],"user_id":"84268","_id":"34099","intvolume":"        10","page":"23927-23939","citation":{"apa":"McShane, E. J., Paul, P. P., Tanim, T. R., Cao, C., Steinrück, H.-G., Thampy, V., Trask, S. E., Dunlop, A. R., Jansen, A. N., Dufek, E. J., Toney, M. F., Weker, J. N., &#38; McCloskey, B. D. (2022). Multimodal quantification of degradation pathways during extreme fast charging of lithium-ion batteries. <i>Journal of Materials Chemistry A</i>, <i>10</i>(44), 23927–23939. <a href=\"https://doi.org/10.1039/d2ta05887a\">https://doi.org/10.1039/d2ta05887a</a>","mla":"McShane, Eric J., et al. “Multimodal Quantification of Degradation Pathways during Extreme Fast Charging of Lithium-Ion Batteries.” <i>Journal of Materials Chemistry A</i>, vol. 10, no. 44, Royal Society of Chemistry (RSC), 2022, pp. 23927–39, doi:<a href=\"https://doi.org/10.1039/d2ta05887a\">10.1039/d2ta05887a</a>.","bibtex":"@article{McShane_Paul_Tanim_Cao_Steinrück_Thampy_Trask_Dunlop_Jansen_Dufek_et al._2022, title={Multimodal quantification of degradation pathways during extreme fast charging of lithium-ion batteries}, volume={10}, DOI={<a href=\"https://doi.org/10.1039/d2ta05887a\">10.1039/d2ta05887a</a>}, number={44}, journal={Journal of Materials Chemistry A}, publisher={Royal Society of Chemistry (RSC)}, author={McShane, Eric J. and Paul, Partha P. and Tanim, Tanvir R. and Cao, Chuntian and Steinrück, Hans-Georg and Thampy, Vivek and Trask, Stephen E. and Dunlop, Alison R. and Jansen, Andrew N. and Dufek, Eric J. and et al.}, year={2022}, pages={23927–23939} }","short":"E.J. McShane, P.P. Paul, T.R. Tanim, C. Cao, H.-G. Steinrück, V. Thampy, S.E. Trask, A.R. Dunlop, A.N. Jansen, E.J. Dufek, M.F. Toney, J.N. Weker, B.D. McCloskey, Journal of Materials Chemistry A 10 (2022) 23927–23939.","chicago":"McShane, Eric J., Partha P. Paul, Tanvir R. Tanim, Chuntian Cao, Hans-Georg Steinrück, Vivek Thampy, Stephen E. Trask, et al. “Multimodal Quantification of Degradation Pathways during Extreme Fast Charging of Lithium-Ion Batteries.” <i>Journal of Materials Chemistry A</i> 10, no. 44 (2022): 23927–39. <a href=\"https://doi.org/10.1039/d2ta05887a\">https://doi.org/10.1039/d2ta05887a</a>.","ieee":"E. J. McShane <i>et al.</i>, “Multimodal quantification of degradation pathways during extreme fast charging of lithium-ion batteries,” <i>Journal of Materials Chemistry A</i>, vol. 10, no. 44, pp. 23927–23939, 2022, doi: <a href=\"https://doi.org/10.1039/d2ta05887a\">10.1039/d2ta05887a</a>.","ama":"McShane EJ, Paul PP, Tanim TR, et al. Multimodal quantification of degradation pathways during extreme fast charging of lithium-ion batteries. <i>Journal of Materials Chemistry A</i>. 2022;10(44):23927-23939. doi:<a href=\"https://doi.org/10.1039/d2ta05887a\">10.1039/d2ta05887a</a>"},"year":"2022","issue":"44","publication_identifier":{"issn":["2050-7488","2050-7496"]},"publication_status":"published","doi":"10.1039/d2ta05887a","title":"Multimodal quantification of degradation pathways during extreme fast charging of lithium-ion batteries","volume":10,"author":[{"first_name":"Eric J.","full_name":"McShane, Eric J.","last_name":"McShane"},{"full_name":"Paul, Partha P.","last_name":"Paul","first_name":"Partha P."},{"last_name":"Tanim","full_name":"Tanim, Tanvir R.","first_name":"Tanvir R."},{"first_name":"Chuntian","last_name":"Cao","full_name":"Cao, Chuntian"},{"full_name":"Steinrück, Hans-Georg","id":"84268","last_name":"Steinrück","orcid":"0000-0001-6373-0877","first_name":"Hans-Georg"},{"full_name":"Thampy, Vivek","last_name":"Thampy","first_name":"Vivek"},{"first_name":"Stephen E.","full_name":"Trask, Stephen E.","last_name":"Trask"},{"full_name":"Dunlop, Alison R.","last_name":"Dunlop","first_name":"Alison R."},{"full_name":"Jansen, Andrew N.","last_name":"Jansen","first_name":"Andrew N."},{"first_name":"Eric J.","full_name":"Dufek, Eric J.","last_name":"Dufek"},{"full_name":"Toney, Michael F.","last_name":"Toney","first_name":"Michael F."},{"last_name":"Weker","full_name":"Weker, Johanna Nelson","first_name":"Johanna Nelson"},{"first_name":"Bryan D.","last_name":"McCloskey","full_name":"McCloskey, Bryan D."}],"date_created":"2022-11-17T08:46:36Z","date_updated":"2022-11-17T08:46:51Z","publisher":"Royal Society of Chemistry (RSC)"},{"publication_identifier":{"issn":["2666-3864"]},"publication_status":"published","issue":"11","year":"2022","intvolume":"         3","page":"101145","citation":{"bibtex":"@article{Yusuf_LaManna_Paul_Agyeman-Budu_Cao_Dunlop_Jansen_Polzin_Trask_Tanim_et al._2022, title={Simultaneous neutron and X-ray tomography for visualization of graphite electrode degradation in fast-charged lithium-ion batteries}, volume={3}, DOI={<a href=\"https://doi.org/10.1016/j.xcrp.2022.101145\">10.1016/j.xcrp.2022.101145</a>}, number={11}, journal={Cell Reports Physical Science}, publisher={Elsevier BV}, author={Yusuf, Maha and LaManna, Jacob M. and Paul, Partha P. and Agyeman-Budu, David N. and Cao, Chuntian and Dunlop, Alison R. and Jansen, Andrew N. and Polzin, Bryant J. and Trask, Stephen E. and Tanim, Tanvir R. and et al.}, year={2022}, pages={101145} }","mla":"Yusuf, Maha, et al. “Simultaneous Neutron and X-Ray Tomography for Visualization of Graphite Electrode Degradation in Fast-Charged Lithium-Ion Batteries.” <i>Cell Reports Physical Science</i>, vol. 3, no. 11, Elsevier BV, 2022, p. 101145, doi:<a href=\"https://doi.org/10.1016/j.xcrp.2022.101145\">10.1016/j.xcrp.2022.101145</a>.","short":"M. Yusuf, J.M. LaManna, P.P. Paul, D.N. Agyeman-Budu, C. Cao, A.R. Dunlop, A.N. Jansen, B.J. Polzin, S.E. Trask, T.R. Tanim, E.J. Dufek, V. Thampy, H.-G. Steinrück, M.F. Toney, J. Nelson Weker, Cell Reports Physical Science 3 (2022) 101145.","apa":"Yusuf, M., LaManna, J. M., Paul, P. P., Agyeman-Budu, D. N., Cao, C., Dunlop, A. R., Jansen, A. N., Polzin, B. J., Trask, S. E., Tanim, T. R., Dufek, E. J., Thampy, V., Steinrück, H.-G., Toney, M. F., &#38; Nelson Weker, J. (2022). Simultaneous neutron and X-ray tomography for visualization of graphite electrode degradation in fast-charged lithium-ion batteries. <i>Cell Reports Physical Science</i>, <i>3</i>(11), 101145. <a href=\"https://doi.org/10.1016/j.xcrp.2022.101145\">https://doi.org/10.1016/j.xcrp.2022.101145</a>","ieee":"M. Yusuf <i>et al.</i>, “Simultaneous neutron and X-ray tomography for visualization of graphite electrode degradation in fast-charged lithium-ion batteries,” <i>Cell Reports Physical Science</i>, vol. 3, no. 11, p. 101145, 2022, doi: <a href=\"https://doi.org/10.1016/j.xcrp.2022.101145\">10.1016/j.xcrp.2022.101145</a>.","chicago":"Yusuf, Maha, Jacob M. LaManna, Partha P. Paul, David N. Agyeman-Budu, Chuntian Cao, Alison R. Dunlop, Andrew N. Jansen, et al. “Simultaneous Neutron and X-Ray Tomography for Visualization of Graphite Electrode Degradation in Fast-Charged Lithium-Ion Batteries.” <i>Cell Reports Physical Science</i> 3, no. 11 (2022): 101145. <a href=\"https://doi.org/10.1016/j.xcrp.2022.101145\">https://doi.org/10.1016/j.xcrp.2022.101145</a>.","ama":"Yusuf M, LaManna JM, Paul PP, et al. Simultaneous neutron and X-ray tomography for visualization of graphite electrode degradation in fast-charged lithium-ion batteries. <i>Cell Reports Physical Science</i>. 2022;3(11):101145. doi:<a href=\"https://doi.org/10.1016/j.xcrp.2022.101145\">10.1016/j.xcrp.2022.101145</a>"},"publisher":"Elsevier BV","date_updated":"2022-11-17T08:46:17Z","volume":3,"author":[{"first_name":"Maha","last_name":"Yusuf","full_name":"Yusuf, Maha"},{"last_name":"LaManna","full_name":"LaManna, Jacob M.","first_name":"Jacob M."},{"last_name":"Paul","full_name":"Paul, Partha P.","first_name":"Partha P."},{"first_name":"David N.","full_name":"Agyeman-Budu, David N.","last_name":"Agyeman-Budu"},{"first_name":"Chuntian","last_name":"Cao","full_name":"Cao, Chuntian"},{"last_name":"Dunlop","full_name":"Dunlop, Alison R.","first_name":"Alison R."},{"full_name":"Jansen, Andrew N.","last_name":"Jansen","first_name":"Andrew N."},{"first_name":"Bryant J.","last_name":"Polzin","full_name":"Polzin, Bryant J."},{"first_name":"Stephen E.","last_name":"Trask","full_name":"Trask, Stephen E."},{"first_name":"Tanvir R.","full_name":"Tanim, Tanvir R.","last_name":"Tanim"},{"last_name":"Dufek","full_name":"Dufek, Eric J.","first_name":"Eric J."},{"first_name":"Vivek","last_name":"Thampy","full_name":"Thampy, Vivek"},{"first_name":"Hans-Georg","orcid":"0000-0001-6373-0877","last_name":"Steinrück","id":"84268","full_name":"Steinrück, Hans-Georg"},{"first_name":"Michael F.","last_name":"Toney","full_name":"Toney, Michael F."},{"full_name":"Nelson Weker, Johanna","last_name":"Nelson Weker","first_name":"Johanna"}],"date_created":"2022-11-17T08:45:52Z","title":"Simultaneous neutron and X-ray tomography for visualization of graphite electrode degradation in fast-charged lithium-ion batteries","doi":"10.1016/j.xcrp.2022.101145","publication":"Cell Reports Physical Science","type":"journal_article","status":"public","_id":"34098","department":[{"_id":"633"}],"user_id":"84268","keyword":["General Physics and Astronomy","General Energy","General Engineering","General Materials Science","General Chemistry"],"language":[{"iso":"eng"}]},{"abstract":[{"text":"It is well known that different algorithms perform differently well on an\r\ninstance of an algorithmic problem, motivating algorithm selection (AS): Given\r\nan instance of an algorithmic problem, which is the most suitable algorithm to\r\nsolve it? As such, the AS problem has received considerable attention resulting\r\nin various approaches - many of which either solve a regression or ranking\r\nproblem under the hood. Although both of these formulations yield very natural\r\nways to tackle AS, they have considerable weaknesses. On the one hand,\r\ncorrectly predicting the performance of an algorithm on an instance is a\r\nsufficient, but not a necessary condition to produce a correct ranking over\r\nalgorithms and in particular ranking the best algorithm first. On the other\r\nhand, classical ranking approaches often do not account for concrete\r\nperformance values available in the training data, but only leverage rankings\r\ncomposed from such data. We propose HARRIS- Hybrid rAnking and RegRessIon\r\nforeSts - a new algorithm selector leveraging special forests, combining the\r\nstrengths of both approaches while alleviating their weaknesses. HARRIS'\r\ndecisions are based on a forest model, whose trees are created based on splits\r\noptimized on a hybrid ranking and regression loss function. As our preliminary\r\nexperimental study on ASLib shows, HARRIS improves over standard algorithm\r\nselection approaches on some scenarios showing that combining ranking and\r\nregression in trees is indeed promising for AS.","lang":"eng"}],"status":"public","type":"conference","publication":"Workshop on Meta-Learning (MetaLearn 2022) @ NeurIPS 2022","language":[{"iso":"eng"}],"project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"_id":"10","name":"SFB 901 - B2: SFB 901 - Subproject B2"}],"external_id":{"arxiv":["2210.17341"]},"_id":"34103","user_id":"38209","year":"2022","citation":{"ama":"Fehring L, Hanselle JM, Tornede A. HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection. In: <i>Workshop on Meta-Learning (MetaLearn 2022) @ NeurIPS 2022</i>. ; 2022.","chicago":"Fehring, Lukass, Jonas Manuel Hanselle, and Alexander Tornede. “HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection.” In <i>Workshop on Meta-Learning (MetaLearn 2022) @ NeurIPS 2022</i>, 2022.","ieee":"L. Fehring, J. M. Hanselle, and A. Tornede, “HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection,” presented at the Workshop on Meta-Learning (MetaLearn 2022) @ NeurIPS 2022, Baltimore, 2022.","bibtex":"@inproceedings{Fehring_Hanselle_Tornede_2022, title={HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection}, booktitle={Workshop on Meta-Learning (MetaLearn 2022) @ NeurIPS 2022}, author={Fehring, Lukass and Hanselle, Jonas Manuel and Tornede, Alexander}, year={2022} }","mla":"Fehring, Lukass, et al. “HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection.” <i>Workshop on Meta-Learning (MetaLearn 2022) @ NeurIPS 2022</i>, 2022.","short":"L. Fehring, J.M. Hanselle, A. Tornede, in: Workshop on Meta-Learning (MetaLearn 2022) @ NeurIPS 2022, 2022.","apa":"Fehring, L., Hanselle, J. M., &#38; Tornede, A. (2022). HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection. <i>Workshop on Meta-Learning (MetaLearn 2022) @ NeurIPS 2022</i>. 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Proceedings of the 30th European Conference on Information Systems (ECIS), Timișoara, Romania."},"year":"2022","department":[{"_id":"276"}],"user_id":"477","_id":"30916","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"name":"SFB 901 - A4: SFB 901 - Subproject A4","_id":"8"}],"language":[{"iso":"eng"}],"publication":"Proceedings of the 30th European Conference on Information Systems (ECIS)","type":"conference_abstract","status":"public"},{"type":"conference_abstract","publication":"Proceedings of the 28th Americas Conference on Information Systems (AMCIS)","status":"public","user_id":"477","department":[{"_id":"276"}],"project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"_id":"8","name":"SFB 901 - A4: SFB 901 - Subproject A4"}],"_id":"31062","language":[{"iso":"eng"}],"publication_status":"accepted","citation":{"ama":"Poniatowski M. How the Display of the Transaction Count Affects the Purchase Intention. In: <i>Proceedings of the 28th Americas Conference on Information Systems (AMCIS)</i>.","chicago":"Poniatowski, Martin. “How the Display of the Transaction Count Affects the Purchase Intention.” In <i>Proceedings of the 28th Americas Conference on Information Systems (AMCIS)</i>, n.d.","ieee":"M. Poniatowski, “How the Display of the Transaction Count Affects the Purchase Intention,” presented at the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA.","short":"M. Poniatowski, in: Proceedings of the 28th Americas Conference on Information Systems (AMCIS), n.d.","mla":"Poniatowski, Martin. “How the Display of the Transaction Count Affects the Purchase Intention.” <i>Proceedings of the 28th Americas Conference on Information Systems (AMCIS)</i>.","bibtex":"@inproceedings{Poniatowski, title={How the Display of the Transaction Count Affects the Purchase Intention}, booktitle={Proceedings of the 28th Americas Conference on Information Systems (AMCIS)}, author={Poniatowski, Martin} }","apa":"Poniatowski, M. (n.d.). How the Display of the Transaction Count Affects the Purchase Intention. <i>Proceedings of the 28th Americas Conference on Information Systems (AMCIS)</i>. 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA."},"year":"2022","date_created":"2022-05-04T14:02:31Z","author":[{"first_name":"Martin","full_name":"Poniatowski, Martin","id":"32441","last_name":"Poniatowski"}],"date_updated":"2022-11-17T14:20:07Z","conference":{"name":"28th Americas Conference on Information Systems (AMCIS)","location":"Minneapolis, USA"},"title":"How the Display of the Transaction Count Affects the Purchase Intention"},{"type":"conference","publication":"Proceedings of the 30th European Conference on Information Systems (ECIS)","status":"public","user_id":"477","department":[{"_id":"276"}],"project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - C5: SFB 901 - Subproject C5","_id":"17"}],"_id":"30939","language":[{"iso":"eng"}],"citation":{"ama":"Vorbohle C, Kundisch D. Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems. In: <i>Proceedings of the 30th European Conference on Information Systems (ECIS)</i>. ; 2022.","chicago":"Vorbohle, Christian, and Dennis Kundisch. “Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems.” In <i>Proceedings of the 30th European Conference on Information Systems (ECIS)</i>, 2022.","ieee":"C. Vorbohle and D. Kundisch, “Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems,” presented at the Proceedings of the 30th European Conference on Information Systems (ECIS), Timișoara, Romania, 2022.","apa":"Vorbohle, C., &#38; Kundisch, D. (2022). Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems. <i>Proceedings of the 30th European Conference on Information Systems (ECIS)</i>. Proceedings of the 30th European Conference on Information Systems (ECIS), Timișoara, Romania.","bibtex":"@inproceedings{Vorbohle_Kundisch_2022, title={Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems}, booktitle={Proceedings of the 30th European Conference on Information Systems (ECIS)}, author={Vorbohle, Christian and Kundisch, Dennis}, year={2022} }","short":"C. Vorbohle, D. Kundisch, in: Proceedings of the 30th European Conference on Information Systems (ECIS), 2022.","mla":"Vorbohle, Christian, and Dennis Kundisch. “Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems.” <i>Proceedings of the 30th European Conference on Information Systems (ECIS)</i>, 2022."},"year":"2022","author":[{"first_name":"Christian","last_name":"Vorbohle","full_name":"Vorbohle, Christian","id":"29951"},{"first_name":"Dennis","last_name":"Kundisch","full_name":"Kundisch, Dennis","id":"21117"}],"date_created":"2022-04-22T11:36:50Z","date_updated":"2022-11-17T14:21:40Z","conference":{"name":"Proceedings of the 30th European Conference on Information Systems (ECIS)","location":"Timișoara, Romania"},"title":"Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems"},{"citation":{"ama":"Althaus M, Poniatowski M, Kundisch D. Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic. In: ; 2022.","ieee":"M. Althaus, M. Poniatowski, and D. Kundisch, “Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic,” presented at the Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), Madrid, Spain, 2022.","chicago":"Althaus, Maike, Martin Poniatowski, and Dennis Kundisch. “Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic,” 2022.","apa":"Althaus, M., Poniatowski, M., &#38; Kundisch, D. (2022). <i>Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic</i>. Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), Madrid, Spain.","mla":"Althaus, Maike, et al. <i>Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic</i>. 2022.","bibtex":"@inproceedings{Althaus_Poniatowski_Kundisch_2022, title={Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic}, author={Althaus, Maike and Poniatowski, Martin and Kundisch, Dennis}, year={2022} }","short":"M. Althaus, M. Poniatowski, D. Kundisch, in: 2022."},"year":"2022","conference":{"name":"Symposium on Statistical Challenges in Electronic Commerce Research (SCECR)","location":"Madrid, Spain"},"title":"Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic","date_created":"2022-04-01T11:58:15Z","author":[{"first_name":"Maike","last_name":"Althaus","full_name":"Althaus, Maike","id":"61896"},{"id":"32441","full_name":"Poniatowski, Martin","last_name":"Poniatowski","first_name":"Martin"},{"first_name":"Dennis","last_name":"Kundisch","id":"21117","full_name":"Kundisch, Dennis"}],"date_updated":"2022-11-17T14:21:50Z","status":"public","type":"conference_abstract","language":[{"iso":"eng"}],"department":[{"_id":"276"}],"user_id":"477","_id":"30734","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"_id":"8","name":"SFB 901 - A4: SFB 901 - Subproject A4"}]},{"type":"conference_abstract","status":"public","_id":"30212","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"name":"SFB 901 - C5: SFB 901 - Subproject C5","_id":"17"}],"department":[{"_id":"276"}],"user_id":"477","language":[{"iso":"eng"}],"year":"2022","citation":{"ieee":"C. Vorbohle and D. Kundisch, “Key Properties of Sustainable Business Ecosystem Relationships,” presented at the Symplatform (Third Edition), 2022.","chicago":"Vorbohle, Christian, and Dennis Kundisch. “Key Properties of Sustainable Business Ecosystem Relationships,” 2022.","ama":"Vorbohle C, Kundisch D. Key Properties of Sustainable Business Ecosystem Relationships. In: ; 2022.","mla":"Vorbohle, Christian, and Dennis Kundisch. <i>Key Properties of Sustainable Business Ecosystem Relationships</i>. 2022.","bibtex":"@inproceedings{Vorbohle_Kundisch_2022, title={Key Properties of Sustainable Business Ecosystem Relationships}, author={Vorbohle, Christian and Kundisch, Dennis}, year={2022} }","short":"C. Vorbohle, D. Kundisch, in: 2022.","apa":"Vorbohle, C., &#38; Kundisch, D. (2022). <i>Key Properties of Sustainable Business Ecosystem Relationships</i>. Symplatform (Third Edition)."},"date_updated":"2022-11-17T14:23:02Z","date_created":"2022-03-08T09:55:06Z","author":[{"full_name":"Vorbohle, Christian","id":"29951","last_name":"Vorbohle","first_name":"Christian"},{"first_name":"Dennis","id":"21117","full_name":"Kundisch, Dennis","last_name":"Kundisch"}],"title":"Key Properties of Sustainable Business Ecosystem Relationships","conference":{"name":"Symplatform (Third Edition)"}},{"year":"2022","citation":{"bibtex":"@inproceedings{Redder_Ramaswamy_Karl_2022, title={Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law}, booktitle={Proceedings of the 58th Allerton Conference on Communication, Control, and Computing}, author={Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger}, year={2022} }","mla":"Redder, Adrian, et al. “Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law.” <i>Proceedings of the 58th Allerton Conference on Communication, Control, and Computing</i>, 2022.","short":"A. Redder, A. Ramaswamy, H. Karl, in: Proceedings of the 58th Allerton Conference on Communication, Control, and Computing, 2022.","apa":"Redder, A., Ramaswamy, A., &#38; Karl, H. (2022). Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law. <i>Proceedings of the 58th Allerton Conference on Communication, Control, and Computing</i>. 58th Allerton Conference on Communication, Control, and Computing.","chicago":"Redder, Adrian, Arunselvan Ramaswamy, and Holger Karl. “Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law.” In <i>Proceedings of the 58th Allerton Conference on Communication, Control, and Computing</i>, 2022.","ieee":"A. Redder, A. Ramaswamy, and H. Karl, “Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law,” presented at the 58th Allerton Conference on Communication, Control, and Computing, 2022.","ama":"Redder A, Ramaswamy A, Karl H. Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law. In: <i>Proceedings of the 58th Allerton Conference on Communication, Control, and Computing</i>. ; 2022."},"has_accepted_license":"1","title":"Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law","conference":{"name":"58th Allerton Conference on Communication, Control, and Computing"},"date_updated":"2022-11-18T09:31:19Z","author":[{"full_name":"Redder, Adrian","id":"52265","last_name":"Redder","orcid":"https://orcid.org/0000-0001-7391-4688","first_name":"Adrian"},{"first_name":"Arunselvan","last_name":"Ramaswamy","orcid":"https://orcid.org/ 0000-0001-7547-8111","id":"66937","full_name":"Ramaswamy, Arunselvan"},{"last_name":"Karl","id":"126","full_name":"Karl, Holger","first_name":"Holger"}],"date_created":"2022-08-15T09:59:17Z","abstract":[{"lang":"eng","text":"The decentralized nature of multi-agent systems requires continuous data exchange to achieve global objectives. In such scenarios, Age of Information (AoI) has become an important metric of the freshness of exchanged data due to the error-proneness and delays of communication systems. Communication systems usually possess dependencies: the process describing the success or failure of communication is highly correlated when these attempts are ``close'' in some domain (e.g. in time, frequency, space or code as in wireless communication) and is, in general, non-stationary. To study AoI in such scenarios, we consider an abstract event-based AoI process $\\Delta(n)$, expressing time since the last update: If, at time $n$, a monitoring node receives a status update from a source node (event $A(n-1)$ occurs), then $\\Delta(n)$ is reset to one; otherwise, $\\Delta(n)$ grows linearly in time. This AoI process can thus be viewed as a special random walk with resets. The event process $A(n)$ may be nonstationary and we merely assume that its temporal dependencies decay sufficiently, described by $\\alpha$-mixing. We calculate moment bounds for the resulting AoI process as a function of the mixing rate of $A(n)$. Furthermore, we prove that the AoI process $\\Delta(n)$ is itself $\\alpha$-mixing from which we conclude a strong law of large numbers for $\\Delta(n)$. These results are new, since AoI processes have not been studied so far in this general strongly mixing setting. This opens up future work on renewal processes with non-independent interarrival times."}],"status":"public","type":"conference","publication":"Proceedings of the 58th Allerton Conference on Communication, Control, and Computing","ddc":["000"],"language":[{"iso":"eng"}],"project":[{"name":"SFB 901 - C4: SFB 901 - Subproject C4","_id":"16"},{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"}],"_id":"32811","user_id":"477","department":[{"_id":"75"}]},{"language":[{"iso":"eng"}],"ddc":["006"],"publication":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","file":[{"file_size":298926,"file_id":"33237","access_level":"closed","file_name":"ICCART2022.pdf","date_updated":"2022-08-31T07:10:13Z","creator":"aredder","date_created":"2022-08-31T07:10:13Z","success":1,"relation":"main_file","content_type":"application/pdf"}],"license":"https://creativecommons.org/licenses/by-nc-nd/4.0/","date_created":"2022-04-06T07:18:36Z","publisher":"SCITEPRESS - Science and Technology Publications","title":"Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication","year":"2022","user_id":"477","department":[{"_id":"75"}],"project":[{"name":"SFB 901 - C4: SFB 901 - Subproject C4","_id":"16"},{"name":"NICCI-CN: Netzgewahre Regelung & regelungsgewahre Netze","_id":"24"},{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"}],"_id":"30793","file_date_updated":"2022-08-31T07:10:13Z","type":"conference","status":"public","author":[{"last_name":"Redder","orcid":"https://orcid.org/0000-0001-7391-4688","full_name":"Redder, Adrian","id":"52265","first_name":"Adrian"},{"full_name":"Ramaswamy, Arunselvan","id":"66937","orcid":"https://orcid.org/ 0000-0001-7547-8111","last_name":"Ramaswamy","first_name":"Arunselvan"},{"last_name":"Karl","full_name":"Karl, Holger","id":"126","first_name":"Holger"}],"date_updated":"2022-11-18T09:32:14Z","doi":"10.5220/0010845400003116","publication_status":"published","has_accepted_license":"1","citation":{"mla":"Redder, Adrian, et al. “Multi-Agent Policy Gradient Algorithms for Cyber-Physical Systems with Lossy Communication.” <i>Proceedings of the 14th International Conference on Agents and Artificial Intelligence</i>, SCITEPRESS - Science and Technology Publications, 2022, doi:<a href=\"https://doi.org/10.5220/0010845400003116\">10.5220/0010845400003116</a>.","bibtex":"@inproceedings{Redder_Ramaswamy_Karl_2022, title={Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication}, DOI={<a href=\"https://doi.org/10.5220/0010845400003116\">10.5220/0010845400003116</a>}, booktitle={Proceedings of the 14th International Conference on Agents and Artificial Intelligence}, publisher={SCITEPRESS - Science and Technology Publications}, author={Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger}, year={2022} }","short":"A. Redder, A. Ramaswamy, H. Karl, in: Proceedings of the 14th International Conference on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology Publications, 2022.","apa":"Redder, A., Ramaswamy, A., &#38; Karl, H. (2022). Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. <i>Proceedings of the 14th International Conference on Agents and Artificial Intelligence</i>. <a href=\"https://doi.org/10.5220/0010845400003116\">https://doi.org/10.5220/0010845400003116</a>","ieee":"A. Redder, A. Ramaswamy, and H. Karl, “Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication,” 2022, doi: <a href=\"https://doi.org/10.5220/0010845400003116\">10.5220/0010845400003116</a>.","chicago":"Redder, Adrian, Arunselvan Ramaswamy, and Holger Karl. “Multi-Agent Policy Gradient Algorithms for Cyber-Physical Systems with Lossy Communication.” In <i>Proceedings of the 14th International Conference on Agents and Artificial Intelligence</i>. SCITEPRESS - Science and Technology Publications, 2022. <a href=\"https://doi.org/10.5220/0010845400003116\">https://doi.org/10.5220/0010845400003116</a>.","ama":"Redder A, Ramaswamy A, Karl H. Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. In: <i>Proceedings of the 14th International Conference on Agents and Artificial Intelligence</i>. SCITEPRESS - Science and Technology Publications; 2022. doi:<a href=\"https://doi.org/10.5220/0010845400003116\">10.5220/0010845400003116</a>"}},{"date_created":"2022-11-15T08:29:26Z","author":[{"first_name":"Maja","id":"77647","full_name":"Stahl, Maja","last_name":"Stahl"},{"last_name":"Spliethöver","orcid":"0000-0003-4364-1409","id":"84035","full_name":"Spliethöver, Maximilian","first_name":"Maximilian"},{"full_name":"Wachsmuth, Henning","id":"3900","last_name":"Wachsmuth","first_name":"Henning"}],"date_updated":"2022-11-18T08:22:56Z","conference":{"location":"Abu Dhabi, United Arab Emirates","name":"Fifth Workshop on NLP and Computational Social Science (NLP+CSS)  At EMNLP 2022"},"title":"To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation","quality_controlled":"1","publication_status":"accepted","citation":{"chicago":"Stahl, Maja, Maximilian Spliethöver, and Henning Wachsmuth. “To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation.” In <i>Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science</i>. Abu Dhabi, United Arab Emirates, n.d.","ieee":"M. Stahl, M. Spliethöver, and H. Wachsmuth, “To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation,” presented at the Fifth Workshop on NLP and Computational Social Science (NLP+CSS)  At EMNLP 2022, Abu Dhabi, United Arab Emirates.","ama":"Stahl M, Spliethöver M, Wachsmuth H. To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation. In: <i>Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science</i>.","short":"M. Stahl, M. Spliethöver, H. Wachsmuth, in: Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science, Abu Dhabi, United Arab Emirates, n.d.","mla":"Stahl, Maja, et al. “To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation.” <i>Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science</i>.","bibtex":"@inproceedings{Stahl_Spliethöver_Wachsmuth, place={Abu Dhabi, United Arab Emirates}, title={To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation}, booktitle={Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science}, author={Stahl, Maja and Spliethöver, Maximilian and Wachsmuth, Henning} }","apa":"Stahl, M., Spliethöver, M., &#38; Wachsmuth, H. (n.d.). To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation. <i>Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science</i>. Fifth Workshop on NLP and Computational Social Science (NLP+CSS)  At EMNLP 2022, Abu Dhabi, United Arab Emirates."},"place":"Abu Dhabi, United Arab Emirates","year":"2022","user_id":"77647","_id":"34082","extern":"1","language":[{"iso":"eng"}],"publication":"Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science","type":"conference","status":"public","abstract":[{"lang":"eng","text":"Gender bias may emerge from an unequal representation of agency and power, for example, by portraying women frequently as passive and powerless (\"She accepted her future'') and men as proactive and powerful (\"He chose his future''). When language models learn from respective texts, they may reproduce or even amplify the bias. An effective way to mitigate bias is to generate counterfactual sentences with opposite agency and power to the training. Recent work targeted agency-specific verbs from a lexicon to this end. We argue that this is insufficient, due to the interaction of agency and power and their dependence on context. In this paper, we thus develop a new rewriting model that identifies verbs with the desired agency and power in the context of the given sentence. The verbs' probability is then boosted to encourage the model to rewrite both connotations jointly. According to automatic metrics, our model effectively controls for power while being competitive in agency to the state of the art. In our evaluation, human annotators favored its counterfactuals in terms of both connotations, also deeming its meaning preservation better."}]}]