[{"date_created":"2025-09-05T13:54:35Z","title":"Beyond Heatmaps: Evaluating LIME Visualizations for Human Understandability","quality_controlled":"1","keyword":["Explainable AI","XAI","LIME"],"publication_status":"published","publication":"KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society.","corporate_editor":["Gesellschaft für Kognitionswissenschaft"],"user_id":"242294","project":[{"name":"CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie","_id":"72dfeb62-b436-11ed-9513-f39505d26204"},{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"}],"type":"conference_abstract","date_updated":"2026-03-17T15:29:27Z","status":"public","conference":{"name":"KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society","location":"Bochum","start_date":"2025-09-01","end_date":"2025-09-03"},"citation":{"ieee":"M. Halbrügge and T. Jungeblut, “Beyond Heatmaps: Evaluating LIME Visualizations for Human Understandability,” in <i>KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society.</i>, Bochum, 2025.","apa":"Halbrügge, M., &#38; Jungeblut, T. (2025). Beyond Heatmaps: Evaluating LIME Visualizations for Human Understandability. In Gesellschaft für Kognitionswissenschaft (Ed.), <i>KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society.</i> Bochum.","bibtex":"@inproceedings{Halbrügge_Jungeblut_2025, title={Beyond Heatmaps: Evaluating LIME Visualizations for Human Understandability}, booktitle={KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society.}, author={Halbrügge, Marc and Jungeblut, Thorsten}, editor={Gesellschaft für KognitionswissenschaftEditor}, year={2025} }","alphadin":"<span style=\"font-variant:small-caps;\">Halbrügge, Marc</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span>: Beyond Heatmaps: Evaluating LIME Visualizations for Human Understandability. In: <span style=\"font-variant:small-caps;\">Gesellschaft für Kognitionswissenschaft</span> (Hrsg.): <i>KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society.</i>, 2025","chicago":"Halbrügge, Marc, and Thorsten Jungeblut. “Beyond Heatmaps: Evaluating LIME Visualizations for Human Understandability.” In <i>KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society.</i>, edited by Gesellschaft für Kognitionswissenschaft, 2025.","short":"M. Halbrügge, T. Jungeblut, in: Gesellschaft für Kognitionswissenschaft (Ed.), KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society., 2025.","ama":"Halbrügge M, Jungeblut T. Beyond Heatmaps: Evaluating LIME Visualizations for Human Understandability. In: Gesellschaft für Kognitionswissenschaft, ed. <i>KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society.</i> ; 2025.","mla":"Halbrügge, Marc, and Thorsten Jungeblut. “Beyond Heatmaps: Evaluating LIME Visualizations for Human Understandability.” <i>KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society.</i>, edited by Gesellschaft für Kognitionswissenschaft, 2025."},"author":[{"first_name":"Marc","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0007-3208-1297/work/193197170","id":"256353","last_name":"Halbrügge","orcid":"0009-0007-3208-1297","full_name":"Halbrügge, Marc"},{"first_name":"Thorsten","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/193197171","id":"242294","orcid":"0000-0001-7425-8766","full_name":"Jungeblut, Thorsten","last_name":"Jungeblut"}],"language":[{"iso":"eng"}],"_id":"6175","year":"2025"},{"user_id":"220548","publication_identifier":{"issn":["0933-1875"],"eissn":["1610-1987"]},"file":[{"content_type":"application/pdf","file_size":1367814,"file_name":"Baudisch_et_al-2022-KI_-_K-nstliche_Intelligenz.pdf","creator":"arichert1","date_created":"2024-04-17T05:58:03Z","date_updated":"2024-04-17T05:58:03Z","success":1,"access_level":"open_access","file_id":"4509","relation":"main_file"}],"type":"journal_article","publication":"KI - Künstliche Intelligenz","department":[{"_id":"103"}],"volume":36,"title":"A Framework for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home Environment","file_date_updated":"2024-04-17T05:58:03Z","date_created":"2024-04-16T10:32:07Z","year":"2022","status":"public","page":"259-266","intvolume":"        36","doi":"10.1007/s13218-022-00775-5","main_file_link":[{"url":"https://link.springer.com/article/10.1007/s13218-022-00775-5","open_access":"1"}],"alternative_id":["2298"],"tmp":{"short":"CC BY (4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png"},"has_accepted_license":"1","oa":"1","project":[{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"}],"issue":"3-4","publication_status":"published","urn":"urn:nbn:de:hbz:bi10-22981","keyword":["Ambient assisted living","anomaly detection","Internet of Things","Explainable AI"],"article_type":"original","language":[{"iso":"eng"}],"_id":"4482","author":[{"last_name":"Baudisch","full_name":"Baudisch, Justin","orcid":"0000-0001-5565-0228","id":"247397","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-5565-0228/work/157784482","first_name":"Justin"},{"first_name":"Birte","last_name":"Richter","full_name":"Richter, Birte"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/157784484","id":"242294","first_name":"Thorsten","full_name":"Jungeblut, Thorsten","orcid":"0000-0001-7425-8766","last_name":"Jungeblut"}],"citation":{"short":"J. Baudisch, B. Richter, T. Jungeblut, KI - Künstliche Intelligenz 36 (2022) 259–266.","chicago":"Baudisch, Justin, Birte Richter, and Thorsten Jungeblut. “A Framework for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home Environment.” <i>KI - Künstliche Intelligenz</i> 36, no. 3–4 (2022): 259–66. <a href=\"https://doi.org/10.1007/s13218-022-00775-5\">https://doi.org/10.1007/s13218-022-00775-5</a>.","mla":"Baudisch, Justin, et al. “A Framework for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home Environment.” <i>KI - Künstliche Intelligenz</i>, vol. 36, no. 3–4, Springer Science and Business Media LLC, 2022, pp. 259–66, doi:<a href=\"https://doi.org/10.1007/s13218-022-00775-5\">10.1007/s13218-022-00775-5</a>.","ama":"Baudisch J, Richter B, Jungeblut T. A Framework for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home Environment. <i>KI - Künstliche Intelligenz</i>. 2022;36(3-4):259-266. doi:<a href=\"https://doi.org/10.1007/s13218-022-00775-5\">10.1007/s13218-022-00775-5</a>","ieee":"J. Baudisch, B. Richter, and T. Jungeblut, “A Framework for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home Environment,” <i>KI - Künstliche Intelligenz</i>, vol. 36, no. 3–4, pp. 259–266, 2022.","alphadin":"<span style=\"font-variant:small-caps;\">Baudisch, Justin</span> ; <span style=\"font-variant:small-caps;\">Richter, Birte</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span>: A Framework for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home Environment. In: <i>KI - Künstliche Intelligenz</i> Bd. 36, Springer Science and Business Media LLC (2022), Nr. 3–4, S. 259–266","bibtex":"@article{Baudisch_Richter_Jungeblut_2022, title={A Framework for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home Environment}, volume={36}, DOI={<a href=\"https://doi.org/10.1007/s13218-022-00775-5\">10.1007/s13218-022-00775-5</a>}, number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Baudisch, Justin and Richter, Birte and Jungeblut, Thorsten}, year={2022}, pages={259–266} }","apa":"Baudisch, J., Richter, B., &#38; Jungeblut, T. (2022). A Framework for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home Environment. <i>KI - Künstliche Intelligenz</i>, <i>36</i>(3–4), 259–266. <a href=\"https://doi.org/10.1007/s13218-022-00775-5\">https://doi.org/10.1007/s13218-022-00775-5</a>"},"publisher":"Springer Science and Business Media LLC","date_updated":"2026-03-17T15:29:01Z"}]