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Modeling Appropriate Language in Argumentation. In: <i>Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics</i>. ; 2023:4344-4363. doi:<a href=\"https://doi.org/10.18653/v1/2023.acl-long.238\">https://doi.org/10.18653/v1/2023.acl-long.238</a>","ieee":"T. Ziegenbein, S. Syed, F. Lange, M. Potthast, and H. Wachsmuth, “Modeling Appropriate Language in Argumentation,” in <i>Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics</i>, Toronto, 2023, pp. 4344–4363, doi: <a href=\"https://doi.org/10.18653/v1/2023.acl-long.238\">https://doi.org/10.18653/v1/2023.acl-long.238</a>.","chicago":"Ziegenbein, Timon, Shahbaz Syed, Felix Lange, Martin Potthast, and Henning Wachsmuth. “Modeling Appropriate Language in Argumentation.” In <i>Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics</i>, 4344–63, 2023. <a href=\"https://doi.org/10.18653/v1/2023.acl-long.238\">https://doi.org/10.18653/v1/2023.acl-long.238</a>."},"page":"4344-4363","author":[{"last_name":"Ziegenbein","full_name":"Ziegenbein, Timon","first_name":"Timon"},{"first_name":"Shahbaz","last_name":"Syed","full_name":"Syed, Shahbaz"},{"full_name":"Lange, Felix","id":"67893","last_name":"Lange","first_name":"Felix"},{"full_name":"Potthast, Martin","last_name":"Potthast","first_name":"Martin"},{"first_name":"Henning","full_name":"Wachsmuth, Henning","last_name":"Wachsmuth"}],"oa":"1","date_updated":"2024-05-21T17:03:05Z","conference":{"name":"61st Annual Meeting of the Association for Computational Linguistics","start_date":"2023-07-09","end_date":"2023-07-14","location":"Toronto"},"doi":"https://doi.org/10.18653/v1/2023.acl-long.238","publication":"Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics","file":[{"access_level":"open_access","file_id":"49883","file_name":"2023.acl-long.238.pdf","file_size":1061941,"creator":"flange","date_created":"2023-12-19T13:58:33Z","date_updated":"2023-12-19T13:58:33Z","relation":"main_file","content_type":"application/pdf"}],"abstract":[{"text":"Online discussion moderators must make ad-hoc decisions about whether the contributions of discussion participants are appropriate or should be removed to maintain civility. Existing research on offensive language and the resulting tools cover only one aspect among many involved in such decisions. The question of what is considered appropriate in a controversial discussion has not yet been systematically addressed. In this paper, we operationalize appropriate language in argumentation for the first time. In particular, we model appropriateness through the absence of flaws, grounded in research on argument quality assessment, especially in aspects from rhetoric. From these, we derive a new taxonomy of 14 dimensions that determine inappropriate language in online discussions. Building on three argument quality corpora, we then create a corpus of 2191 arguments annotated for the 14 dimensions. Empirical analyses support that the taxonomy covers the concept of appropriateness comprehensively, showing several plausible correlations with argument quality dimensions. Moreover, results of baseline approaches to assessing appropriateness suggest that all dimensions can be modeled computationally on the corpus.","lang":"eng"}],"language":[{"iso":"eng"}],"ddc":["004"],"quality_controlled":"1","year":"2023","date_created":"2023-12-19T14:02:20Z","title":"Modeling Appropriate Language in Argumentation"},{"type":"book_chapter","status":"public","user_id":"11871","department":[{"_id":"760"},{"_id":"574"}],"_id":"47421","file_date_updated":"2024-05-22T10:46:58Z","publication_status":"published","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031434204","9783031434211"]},"has_accepted_license":"1","citation":{"ieee":"N. J. Kouagou, S. Heindorf, C. Demir, and A.-C. Ngonga Ngomo, “Neural Class Expression Synthesis in ALCHIQ(D),” in <i>Machine Learning and Knowledge Discovery in Databases: Research Track</i>, Cham: Springer Nature Switzerland, 2023.","chicago":"Kouagou, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Neural Class Expression Synthesis in ALCHIQ(D).” In <i>Machine Learning and Knowledge Discovery in Databases: Research Track</i>. Cham: Springer Nature Switzerland, 2023. <a href=\"https://doi.org/10.1007/978-3-031-43421-1_12\">https://doi.org/10.1007/978-3-031-43421-1_12</a>.","ama":"Kouagou NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis in ALCHIQ(D). In: <i>Machine Learning and Knowledge Discovery in Databases: Research Track</i>. Springer Nature Switzerland; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-43421-1_12\">10.1007/978-3-031-43421-1_12</a>","apa":"Kouagou, N. J., Heindorf, S., Demir, C., &#38; Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis in ALCHIQ(D). In <i>Machine Learning and Knowledge Discovery in Databases: Research Track</i>. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Turin. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-43421-1_12\">https://doi.org/10.1007/978-3-031-43421-1_12</a>","short":"N.J. Kouagou, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, Cham, 2023.","mla":"Kouagou, N’Dah Jean, et al. “Neural Class Expression Synthesis in ALCHIQ(D).” <i>Machine Learning and Knowledge Discovery in Databases: Research Track</i>, Springer Nature Switzerland, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-43421-1_12\">10.1007/978-3-031-43421-1_12</a>.","bibtex":"@inbook{Kouagou_Heindorf_Demir_Ngonga Ngomo_2023, place={Cham}, title={Neural Class Expression Synthesis in ALCHIQ(D)}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-43421-1_12\">10.1007/978-3-031-43421-1_12</a>}, booktitle={Machine Learning and Knowledge Discovery in Databases: Research Track}, publisher={Springer Nature Switzerland}, author={Kouagou, N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2023} }"},"place":"Cham","author":[{"first_name":"N'Dah Jean","id":"87189","full_name":"Kouagou, N'Dah Jean","last_name":"Kouagou"},{"first_name":"Stefan","orcid":"0000-0002-4525-6865","last_name":"Heindorf","id":"11871","full_name":"Heindorf, Stefan"},{"last_name":"Demir","full_name":"Demir, Caglar","id":"43817","first_name":"Caglar"},{"first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","last_name":"Ngonga Ngomo"}],"oa":"1","date_updated":"2024-05-22T10:48:24Z","main_file_link":[{"open_access":"1","url":"https://papers.dice-research.org/2023/ECML_NCES2/NCES2_public.pdf"}],"doi":"10.1007/978-3-031-43421-1_12","conference":{"location":"Turin","end_date":"2023-09-22","start_date":"2023-09-18","name":"European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases"},"publication":"Machine Learning and Knowledge Discovery in Databases: Research Track","file":[{"file_size":432708,"access_level":"open_access","file_name":"NCES2_public.pdf","file_id":"54417","date_updated":"2024-05-22T10:46:58Z","creator":"heindorf","date_created":"2024-05-22T10:45:08Z","relation":"main_file","content_type":"application/pdf"}],"abstract":[{"lang":"eng","text":"Class expression learning in description logics has long been regarded as an iterative search problem in an infinite conceptual space. Each iteration of the search process invokes a reasoner and a heuristic function. The reasoner finds the instances of the current expression, and the heuristic function computes the information gain and decides on the next step to be taken. As the size of the background knowledge base grows, search-based approaches for class expression learning become prohibitively slow. Current neural class expression synthesis (NCES) approaches investigate the use of neural networks for class expression learning in the attributive language with complement (ALC). While they show significant improvements over search-based approaches in runtime and quality of the computed solutions, they rely on the availability of pretrained embeddings for the input knowledge base. Moreover, they are not applicable to ontologies in more expressive description logics. In this paper, we propose a novel NCES approach which extends the state of the art to the description logic ALCHIQ(D). Our extension, dubbed NCES2, comes with an improved training data generator and does not require pretrained embeddings for the input knowledge base as both the embedding model and the class expression synthesizer are trained jointly. Empirical results on benchmark datasets suggest that our approach inherits the scalability capability of current NCES instances with the additional advantage that it supports more complex learning problems. NCES2 achieves the highest performance overall when compared to search-based approaches and to its predecessor NCES. We provide our source code, datasets, and pretrained models at https://github.com/dice-group/NCES2."}],"language":[{"iso":"eng"}],"ddc":["000"],"year":"2023","date_created":"2023-09-25T13:42:01Z","publisher":"Springer Nature Switzerland","title":"Neural Class Expression Synthesis in ALCHIQ(D)"},{"quality_controlled":"1","issue":"3","year":"2023","publisher":"Optica Publishing Group","date_created":"2023-03-02T17:48:38Z","title":"Broadband Mie scattering effects by structural features of setae from the Saharan silver ant Cataglyphis bombycina","publication":"Journal of the Optical Society of America B","abstract":[{"lang":"eng","text":"The Saharan desert ant Cataglyphis bombycina is densely covered with shiny silver setae (hair-like structures). Their appearance was explained by geometric optics and total internal reflection. The setae also increase the emissivity of the ant, as they form an effective medium. This work provides additional data on microstructural details of the setae that are used to simulate the scattering of an individual seta to explain their influence on the optical properties. This is achieved by characterization of their structure using light microscopy and scanning/transmission electron microscopy. How the microstructural features influence scattering is investigated wave-optically within the limits of finite-difference time-domain simulations from the ultraviolet to the mid-infrared spectral range to elucidate the optical effects beyond ray optics and effective medium theory. The results show that Mie scattering plays an important role in protecting the ant from solar radiation and could be relevant for its thermal tolerance."}],"keyword":["Atomic and Molecular Physics","and Optics","Statistical and Nonlinear Physics"],"language":[{"iso":"eng"}],"publication_identifier":{"issn":["0740-3224","1520-8540"]},"publication_status":"published","page":"B49 - B58","intvolume":"        40","citation":{"mla":"Schwind, Bertram, et al. “Broadband Mie Scattering Effects by Structural Features of Setae from the Saharan Silver Ant Cataglyphis Bombycina.” <i>Journal of the Optical Society of America B</i>, vol. 40, no. 3, Optica Publishing Group, 2023, pp. B49–58, doi:<a href=\"https://doi.org/10.1364/josab.474899\">10.1364/josab.474899</a>.","short":"B. Schwind, X. Wu, M. Tiemann, H.-O. Fabritius, Journal of the Optical Society of America B 40 (2023) B49–B58.","bibtex":"@article{Schwind_Wu_Tiemann_Fabritius_2023, title={Broadband Mie scattering effects by structural features of setae from the Saharan silver ant Cataglyphis bombycina}, volume={40}, DOI={<a href=\"https://doi.org/10.1364/josab.474899\">10.1364/josab.474899</a>}, number={3}, journal={Journal of the Optical Society of America B}, publisher={Optica Publishing Group}, author={Schwind, Bertram and Wu, Xia and Tiemann, Michael and Fabritius, Helge-Otto}, year={2023}, pages={B49–B58} }","apa":"Schwind, B., Wu, X., Tiemann, M., &#38; Fabritius, H.-O. (2023). Broadband Mie scattering effects by structural features of setae from the Saharan silver ant Cataglyphis bombycina. <i>Journal of the Optical Society of America B</i>, <i>40</i>(3), B49–B58. <a href=\"https://doi.org/10.1364/josab.474899\">https://doi.org/10.1364/josab.474899</a>","ama":"Schwind B, Wu X, Tiemann M, Fabritius H-O. Broadband Mie scattering effects by structural features of setae from the Saharan silver ant Cataglyphis bombycina. <i>Journal of the Optical Society of America B</i>. 2023;40(3):B49-B58. doi:<a href=\"https://doi.org/10.1364/josab.474899\">10.1364/josab.474899</a>","chicago":"Schwind, Bertram, Xia Wu, Michael Tiemann, and Helge-Otto Fabritius. “Broadband Mie Scattering Effects by Structural Features of Setae from the Saharan Silver Ant Cataglyphis Bombycina.” <i>Journal of the Optical Society of America B</i> 40, no. 3 (2023): B49–58. <a href=\"https://doi.org/10.1364/josab.474899\">https://doi.org/10.1364/josab.474899</a>.","ieee":"B. Schwind, X. Wu, M. Tiemann, and H.-O. Fabritius, “Broadband Mie scattering effects by structural features of setae from the Saharan silver ant Cataglyphis bombycina,” <i>Journal of the Optical Society of America B</i>, vol. 40, no. 3, pp. B49–B58, 2023, doi: <a href=\"https://doi.org/10.1364/josab.474899\">10.1364/josab.474899</a>."},"date_updated":"2024-05-22T14:29:39Z","volume":40,"author":[{"first_name":"Bertram","last_name":"Schwind","full_name":"Schwind, Bertram"},{"first_name":"Xia","full_name":"Wu, Xia","last_name":"Wu"},{"first_name":"Michael","orcid":"0000-0003-1711-2722","last_name":"Tiemann","full_name":"Tiemann, Michael","id":"23547"},{"first_name":"Helge-Otto","full_name":"Fabritius, Helge-Otto","last_name":"Fabritius"}],"doi":"10.1364/josab.474899","type":"journal_article","status":"public","_id":"42679","department":[{"_id":"35"},{"_id":"2"},{"_id":"307"},{"_id":"230"}],"user_id":"23547","article_type":"original"},{"place":"Wien","citation":{"apa":"Pottebaum, J., Rechberger, C., Hieb, M., Gräßler, I., &#38; Resch, C. (2023). Extremwettersituationen in alpinen Gebieten: Management kritischer Situationen in Echtzeit bei extremen und komplexen Daten. In Disaster Competence Network Austria (Ed.), <i>Tagungsband der Fachtagung Katastrophenforschung 2023</i> (pp. 26–29).","mla":"Pottebaum, Jens, et al. “Extremwettersituationen in alpinen Gebieten: Management kritischer Situationen in Echtzeit bei extremen und komplexen Daten.” <i>Tagungsband der Fachtagung Katastrophenforschung 2023</i>, edited by Disaster Competence Network Austria, 2023, pp. 26–29.","bibtex":"@inproceedings{Pottebaum_Rechberger_Hieb_Gräßler_Resch_2023, place={Wien}, title={Extremwettersituationen in alpinen Gebieten: Management kritischer Situationen in Echtzeit bei extremen und komplexen Daten}, booktitle={Tagungsband der Fachtagung Katastrophenforschung 2023}, author={Pottebaum, Jens and Rechberger, Christina and Hieb, Michael and Gräßler, Iris and Resch, Christian}, editor={Disaster Competence Network Austria}, year={2023}, pages={26–29} }","short":"J. Pottebaum, C. Rechberger, M. Hieb, I. Gräßler, C. Resch, in: Disaster Competence Network Austria (Ed.), Tagungsband der Fachtagung Katastrophenforschung 2023, Wien, 2023, pp. 26–29.","ama":"Pottebaum J, Rechberger C, Hieb M, Gräßler I, Resch C. Extremwettersituationen in alpinen Gebieten: Management kritischer Situationen in Echtzeit bei extremen und komplexen Daten. In: Disaster Competence Network Austria, ed. <i>Tagungsband der Fachtagung Katastrophenforschung 2023</i>. ; 2023:26-29.","chicago":"Pottebaum, Jens, Christina Rechberger, Michael Hieb, Iris Gräßler, and Christian Resch. “Extremwettersituationen in alpinen Gebieten: Management kritischer Situationen in Echtzeit bei extremen und komplexen Daten.” In <i>Tagungsband der Fachtagung Katastrophenforschung 2023</i>, edited by Disaster Competence Network Austria, 26–29. Wien, 2023.","ieee":"J. Pottebaum, C. Rechberger, M. Hieb, I. Gräßler, and C. Resch, “Extremwettersituationen in alpinen Gebieten: Management kritischer Situationen in Echtzeit bei extremen und komplexen Daten,” in <i>Tagungsband der Fachtagung Katastrophenforschung 2023</i>, Leoben, 2023, pp. 26–29."},"page":"26-29","publication_status":"published","publication_identifier":{"isbn":["978-3-900397-11-1"]},"has_accepted_license":"1","conference":{"end_date":"2023-09-12","location":"Leoben","name":"Fachtagung Katastrophenforschung","start_date":"2023-09-11"},"oa":"1","date_updated":"2024-05-22T21:09:37Z","author":[{"full_name":"Pottebaum, Jens","id":"405","orcid":"http://orcid.org/0000-0001-8778-2989","last_name":"Pottebaum","first_name":"Jens"},{"last_name":"Rechberger","full_name":"Rechberger, Christina","first_name":"Christina"},{"first_name":"Michael","last_name":"Hieb","id":"72252","full_name":"Hieb, Michael"},{"orcid":"0000-0001-5765-971X","last_name":"Gräßler","id":"47565","full_name":"Gräßler, Iris","first_name":"Iris"},{"last_name":"Resch","full_name":"Resch, Christian","first_name":"Christian"}],"status":"public","type":"conference","file_date_updated":"2024-05-22T21:09:37Z","project":[{"grant_number":"101092749","_id":"516","name":"CREXDATA: CREXDATA: Critical Action Planning over Extreme-Scale Data"}],"_id":"46988","user_id":"405","department":[{"_id":"152"}],"year":"2023","corporate_editor":["Disaster Competence Network Austria"],"quality_controlled":"1","title":"Extremwettersituationen in alpinen Gebieten: Management kritischer Situationen in Echtzeit bei extremen und komplexen Daten","date_created":"2023-09-13T00:15:48Z","abstract":[{"lang":"ger","text":"Extremwettersituationen sind durch die Kombination von globalen und lokalen Wirkzusammenhän-gen gekennzeichnet. In der Gefahrenanalyse und -reaktion ist deshalb der Umgang mit extremen Daten erforderlich, die von heterogenen Datenquellen bezogen und mittels unterschiedlicher Ver-fahren bis hin zum maschinellen Lernen ausgewertet werden. Die Visualisierung dieser zwangsläufig unsicherheitsbehafteten Daten stellt eine Herausforderung dar. Diese wirkt umso bedeutsamer, je weniger Fachexpertise in Bereichen wie Meteorologie, Geologie oder Sensortechnik in einer Füh-rungs- oder Leitstelle eingebunden werden kann. Das Management kritischer Situationen in Echtzeit bei extremen und komplexen Daten muss daher auf einer Bewertung der Informationsqualität von extremen Daten beruhen. Diese Bewertung ist abhängig vom Anwendungskontext in unterschiedli-chen Führungs- und Assistenzstellen sowie der verfügbaren Infrastruktur mit Geräten zur Visualisie-rung, Schnittstellen von Wetterdiensten, Sensorsysteme und Rettungsrobotik. Im Beitrag wird der Ansatz des EU-Projekts CREXDATA in Bezug auf mögliche pluviale Hochwassersituationen in Inns-bruck vorgestellt. Grundlage bildet die Kategorisierung von extremen Daten, die Schnittstellen zu Datenquellen mit globalem und lokalem Bezug sowie Anwendungsfälle für die Visualisierung von Informationen. Es werden somit Grundlagen präsentiert, die in allen Formen von geobasierten Lage- und Führungsinformationssystemen zum Einsatz kommen können."}],"file":[{"relation":"main_file","content_type":"application/pdf","access_level":"open_access","file_id":"48993","file_name":"2023_Tagungsband_FKF23_PottebaumEtAl.pdf","file_size":416743,"creator":"jenspo","date_created":"2023-11-17T07:14:05Z","date_updated":"2024-05-22T21:09:37Z"}],"publication":"Tagungsband der Fachtagung Katastrophenforschung 2023","ddc":["600"],"language":[{"iso":"ger"}]},{"status":"public","publication":"23. Kolloquium: Gemeinsame Forschung in der Klebtechnik","type":"conference","language":[{"iso":"eng"}],"_id":"42643","department":[{"_id":"157"}],"user_id":"41235","year":"2023","citation":{"bibtex":"@inproceedings{Chudalla_Meschut_Schneider_Smart_2023, title={Systematisierung einer rechnergestützten Auswertemethode zur Versagensanalyse geklebter Verbindungen}, booktitle={23. Kolloquium: Gemeinsame Forschung in der Klebtechnik}, author={Chudalla, Nick and Meschut, Gerson and Schneider, Miriam  and Smart, Dominic }, year={2023} }","mla":"Chudalla, Nick, et al. “Systematisierung Einer Rechnergestützten Auswertemethode Zur Versagensanalyse Geklebter Verbindungen.” <i>23. Kolloquium: Gemeinsame Forschung in Der Klebtechnik</i>, 2023.","short":"N. Chudalla, G. Meschut, M. Schneider, D. Smart, in: 23. Kolloquium: Gemeinsame Forschung in Der Klebtechnik, 2023.","apa":"Chudalla, N., Meschut, G., Schneider, M., &#38; Smart, D. (2023). Systematisierung einer rechnergestützten Auswertemethode zur Versagensanalyse geklebter Verbindungen. <i>23. Kolloquium: Gemeinsame Forschung in Der Klebtechnik</i>. 23. Kolloquium: Gemeinsame Forschung in der Klebtechnik, Frankfurt a. M.","ieee":"N. Chudalla, G. Meschut, M. Schneider, and D. Smart, “Systematisierung einer rechnergestützten Auswertemethode zur Versagensanalyse geklebter Verbindungen,” presented at the 23. Kolloquium: Gemeinsame Forschung in der Klebtechnik, Frankfurt a. M., 2023.","chicago":"Chudalla, Nick, Gerson Meschut, Miriam  Schneider, and Dominic  Smart. “Systematisierung Einer Rechnergestützten Auswertemethode Zur Versagensanalyse Geklebter Verbindungen.” In <i>23. Kolloquium: Gemeinsame Forschung in Der Klebtechnik</i>, 2023.","ama":"Chudalla N, Meschut G, Schneider M, Smart D. Systematisierung einer rechnergestützten Auswertemethode zur Versagensanalyse geklebter Verbindungen. In: <i>23. Kolloquium: Gemeinsame Forschung in Der Klebtechnik</i>. ; 2023."},"title":"Systematisierung einer rechnergestützten Auswertemethode zur Versagensanalyse geklebter Verbindungen","conference":{"end_date":"2023-03-01","location":"Frankfurt a. M.","name":"23. Kolloquium: Gemeinsame Forschung in der Klebtechnik","start_date":"2023-02-28"},"date_updated":"2024-05-23T05:57:11Z","author":[{"id":"41235","full_name":"Chudalla, Nick","last_name":"Chudalla","first_name":"Nick"},{"id":"32056","full_name":"Meschut, Gerson","last_name":"Meschut","orcid":"0000-0002-2763-1246","first_name":"Gerson"},{"first_name":"Miriam ","last_name":"Schneider","full_name":"Schneider, Miriam "},{"full_name":"Smart, Dominic ","last_name":"Smart","first_name":"Dominic "}],"date_created":"2023-03-02T08:09:02Z"},{"date_created":"2023-12-14T09:50:52Z","author":[{"id":"7117","full_name":"Schulte Eickholt, Swen","last_name":"Schulte Eickholt","first_name":"Swen"}],"date_updated":"2024-05-23T10:01:43Z","publisher":"Königshausen und Neumann","title":"Probleme des Kulturbegriffs der inter- und transkulturellen Literaturwissenschaft","publication_status":"published","page":"21-39","citation":{"ieee":"S. Schulte Eickholt, “Probleme des Kulturbegriffs der inter- und transkulturellen Literaturwissenschaft,” in <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i>, S. Schulte Eickholt and I. Böker, Eds. Würzburg: Königshausen und Neumann, 2023, pp. 21–39.","chicago":"Schulte Eickholt, Swen. “Probleme des Kulturbegriffs der inter- und transkulturellen Literaturwissenschaft.” In <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i>, edited by Swen Schulte Eickholt and Ines Böker, 21–39. Würzburg: Königshausen und Neumann, 2023.","ama":"Schulte Eickholt S. Probleme des Kulturbegriffs der inter- und transkulturellen Literaturwissenschaft. In: Schulte Eickholt S, Böker I, eds. <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i>. Königshausen und Neumann; 2023:21-39.","apa":"Schulte Eickholt, S. (2023). Probleme des Kulturbegriffs der inter- und transkulturellen Literaturwissenschaft. In S. Schulte Eickholt &#38; I. Böker (Eds.), <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i> (pp. 21–39). Königshausen und Neumann.","short":"S. Schulte Eickholt, in: S. Schulte Eickholt, I. Böker (Eds.), Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann, Königshausen und Neumann, Würzburg, 2023, pp. 21–39.","mla":"Schulte Eickholt, Swen. “Probleme des Kulturbegriffs der inter- und transkulturellen Literaturwissenschaft.” <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i>, edited by Swen Schulte Eickholt and Ines Böker, Königshausen und Neumann, 2023, pp. 21–39.","bibtex":"@inbook{Schulte Eickholt_2023, place={Würzburg}, title={Probleme des Kulturbegriffs der inter- und transkulturellen Literaturwissenschaft}, booktitle={Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann}, publisher={Königshausen und Neumann}, author={Schulte Eickholt, Swen}, editor={Schulte Eickholt, Swen and Böker, Ines}, year={2023}, pages={21–39} }"},"year":"2023","place":"Würzburg","department":[{"_id":"465"}],"user_id":"7117","_id":"49626","language":[{"iso":"ger"}],"publication":"Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann","type":"book_chapter","status":"public","editor":[{"first_name":"Swen","full_name":"Schulte Eickholt, Swen","last_name":"Schulte Eickholt"},{"first_name":"Ines","full_name":"Böker, Ines","last_name":"Böker"}]},{"status":"public","abstract":[{"text":"Knowledge bases are widely used for information management on the web,\r\nenabling high-impact applications such as web search, question answering, and\r\nnatural language processing. They also serve as the backbone for automatic\r\ndecision systems, e.g. for medical diagnostics and credit scoring. As\r\nstakeholders affected by these decisions would like to understand their\r\nsituation and verify fair decisions, a number of explanation approaches have\r\nbeen proposed using concepts in description logics. However, the learned\r\nconcepts can become long and difficult to fathom for non-experts, even when\r\nverbalized. Moreover, long concepts do not immediately provide a clear path of\r\naction to change one's situation. Counterfactuals answering the question \"How\r\nmust feature values be changed to obtain a different classification?\" have been\r\nproposed as short, human-friendly explanations for tabular data. In this paper,\r\nwe transfer the notion of counterfactuals to description logics and propose the\r\nfirst algorithm for generating counterfactual explanations in the description\r\nlogic $\\mathcal{ELH}$. Counterfactual candidates are generated from concepts\r\nand the candidates with fewest feature changes are selected as counterfactuals.\r\nIn case of multiple counterfactuals, we rank them according to the likeliness\r\nof their feature combinations. For evaluation, we conduct a user survey to\r\ninvestigate which of the generated counterfactual candidates are preferred for\r\nexplanation by participants. In a second study, we explore possible use cases\r\nfor counterfactual explanations.","lang":"eng"}],"type":"preprint","publication":"arXiv:2301.05109","language":[{"iso":"eng"}],"user_id":"11871","department":[{"_id":"574"},{"_id":"760"}],"_id":"37937","external_id":{"arxiv":["2301.05109"]},"citation":{"ama":"Sieger LN, Heindorf S, Blübaum L, Ngonga Ngomo A-C. Explaining ELH Concept Descriptions through Counterfactual Reasoning. <i>arXiv:230105109</i>. Published online 2023.","ieee":"L. N. Sieger, S. Heindorf, L. Blübaum, and A.-C. Ngonga Ngomo, “Explaining ELH Concept Descriptions through Counterfactual Reasoning,” <i>arXiv:2301.05109</i>. 2023.","chicago":"Sieger, Leonie Nora, Stefan Heindorf, Lukas Blübaum, and Axel-Cyrille Ngonga Ngomo. “Explaining ELH Concept Descriptions through Counterfactual Reasoning.” <i>ArXiv:2301.05109</i>, 2023.","bibtex":"@article{Sieger_Heindorf_Blübaum_Ngonga Ngomo_2023, title={Explaining ELH Concept Descriptions through Counterfactual Reasoning}, journal={arXiv:2301.05109}, author={Sieger, Leonie Nora and Heindorf, Stefan and Blübaum, Lukas and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","short":"L.N. Sieger, S. Heindorf, L. Blübaum, A.-C. Ngonga Ngomo, ArXiv:2301.05109 (2023).","mla":"Sieger, Leonie Nora, et al. “Explaining ELH Concept Descriptions through Counterfactual Reasoning.” <i>ArXiv:2301.05109</i>, 2023.","apa":"Sieger, L. N., Heindorf, S., Blübaum, L., &#38; Ngonga Ngomo, A.-C. (2023). Explaining ELH Concept Descriptions through Counterfactual Reasoning. In <i>arXiv:2301.05109</i>."},"year":"2023","main_file_link":[{"open_access":"1","url":"https://arxiv.org/pdf/2301.05109.pdf"}],"title":"Explaining ELH Concept Descriptions through Counterfactual Reasoning","author":[{"first_name":"Leonie Nora","full_name":"Sieger, Leonie Nora","id":"93402","last_name":"Sieger"},{"orcid":"0000-0002-4525-6865","last_name":"Heindorf","id":"11871","full_name":"Heindorf, Stefan","first_name":"Stefan"},{"last_name":"Blübaum","full_name":"Blübaum, Lukas","first_name":"Lukas"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"}],"date_created":"2023-01-22T19:36:01Z","oa":"1","date_updated":"2024-05-26T19:03:44Z"}]