[{"keyword":["Depression Detection","Smart Home","Dementia Detection","Smart Home Sensors"],"series_title":"KI2025@HSBI Zukunft im Fokus","project":[{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"}],"type":"conference","publication_identifier":{"unknown":["2943-3509"]},"corporate_editor":["Schriftenreihe des Institute for Data Science Solutions"],"user_id":"257172","related_material":{"link":[{"relation":"confirmation","url":"https://journals.hsbi.de/sidas/issue/view/29"}]},"date_created":"2025-12-01T10:33:14Z","title":"AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection","volume":2,"quality_controlled":"1","department":[{"_id":"103"}],"_id":"6355","year":"2025","language":[{"iso":"eng"}],"doi":"10.60802/SIDAS.2025.2","intvolume":"         2","date_updated":"2026-03-17T15:29:29Z","page":"38-39","author":[{"first_name":"Hasina","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-6902-6116/work/198405201","id":"254998","last_name":"Attaullah","orcid":"0000-0002-6902-6116","full_name":"Attaullah, Hasina"},{"last_name":"Peters","orcid":"0009-0002-7329-0320","full_name":"Peters, Christian","first_name":"Christian","id":"257329","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-7329-0320/work/198509977"},{"id":"257172","first_name":"Annika","full_name":"Peters, Annika","last_name":"Peters"},{"last_name":"Jungeblut","orcid":"0000-0001-7425-8766","full_name":"Jungeblut, Thorsten","first_name":"Thorsten","id":"242294"}],"citation":{"ama":"Attaullah H, Peters C, Peters A, Jungeblut T. AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection. Schriftenreihe des Institute for Data Science Solutions, ed. 2025;2:38-39. doi:<a href=\"https://doi.org/10.60802/SIDAS.2025.2\">10.60802/SIDAS.2025.2</a>","mla":"Attaullah, Hasina, et al. <i>AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection</i>. Edited by Schriftenreihe des Institute for Data Science Solutions, vol. 2, 2025, pp. 38–39, doi:<a href=\"https://doi.org/10.60802/SIDAS.2025.2\">10.60802/SIDAS.2025.2</a>.","short":"H. Attaullah, C. Peters, A. Peters, T. Jungeblut, 2 (2025) 38–39.","chicago":"Attaullah, Hasina, Christian Peters, Annika Peters, and Thorsten Jungeblut. “AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection.” Edited by Schriftenreihe des Institute for Data Science Solutions. KI2025@HSBI Zukunft Im Fokus. Bielefeld, 2025. <a href=\"https://doi.org/10.60802/SIDAS.2025.2\">https://doi.org/10.60802/SIDAS.2025.2</a>.","bibtex":"@article{Attaullah_Peters_Peters_Jungeblut_2025, place={Bielefeld}, series={KI2025@HSBI Zukunft im Fokus}, title={AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection}, volume={2}, DOI={<a href=\"https://doi.org/10.60802/SIDAS.2025.2\">10.60802/SIDAS.2025.2</a>}, author={Attaullah, Hasina and Peters, Christian and Peters, Annika and Jungeblut, Thorsten}, editor={Schriftenreihe des Institute for Data Science SolutionsEditor}, year={2025}, pages={38–39}, collection={KI2025@HSBI Zukunft im Fokus} }","apa":"Attaullah, H., Peters, C., Peters, A., &#38; Jungeblut, T. (2025). AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection. (Schriftenreihe des Institute for Data Science Solutions, Ed.). Presented at the KI2025@HSBI Zukunft im Fokus, Bielefeld. <a href=\"https://doi.org/10.60802/SIDAS.2025.2\">https://doi.org/10.60802/SIDAS.2025.2</a>","alphadin":"<span style=\"font-variant:small-caps;\">Attaullah, Hasina</span> ; <span style=\"font-variant:small-caps;\">Peters, Christian</span> ; <span style=\"font-variant:small-caps;\">Peters, Annika</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span>: AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection. In: <span style=\"font-variant:small-caps;\">Schriftenreihe des Institute for Data Science Solutions</span> (Hrsg.) , <i>KI2025@HSBI Zukunft im Fokus</i>. Bd. 2. Bielefeld (2025)","ieee":"H. Attaullah, C. Peters, A. Peters, and T. Jungeblut, “AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection,” vol. 2. Bielefeld, pp. 38–39, 2025."},"place":"Bielefeld","status":"public","conference":{"start_date":"2025-06-03","end_date":"2025-06-03","name":"KI2025@HSBI Zukunft im Fokus","location":"Bielefeld"}},{"year":"2016","_id":"4308","language":[{"iso":"eng"}],"place":"New York, NY, USA","author":[{"full_name":"Halbrügge, Marc","orcid":"0009-0007-3208-1297","last_name":"Halbrügge","id":"256353","first_name":"Marc"},{"first_name":"Michael","full_name":"Quade, Michael","last_name":"Quade"},{"last_name":"Engelbrecht","full_name":"Engelbrecht, Klaus-Peter","first_name":"Klaus-Peter"},{"last_name":"Möller","full_name":"Möller, Sebastian","first_name":"Sebastian"},{"first_name":"Sahin","last_name":"Albayrak","full_name":"Albayrak, Sahin"}],"citation":{"mla":"Halbrügge, Marc, et al. “Predicting User Error for Ambient Systems by Integrating Model-Based UI Development and Cognitive Modeling.” <i>Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing</i>, ACM, 2016, pp. 1028–39, doi:<a href=\"https://doi.org/10.1145/2971648.2971667\">10.1145/2971648.2971667</a>.","ama":"Halbrügge M, Quade M, Engelbrecht K-P, Möller S, Albayrak S. Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling. In: <i>Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing</i>. New York, NY, USA: ACM; 2016:1028-1039. doi:<a href=\"https://doi.org/10.1145/2971648.2971667\">10.1145/2971648.2971667</a>","chicago":"Halbrügge, Marc, Michael Quade, Klaus-Peter Engelbrecht, Sebastian Möller, and Sahin Albayrak. “Predicting User Error for Ambient Systems by Integrating Model-Based UI Development and Cognitive Modeling.” In <i>Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing</i>, 1028–39. New York, NY, USA: ACM, 2016. <a href=\"https://doi.org/10.1145/2971648.2971667\">https://doi.org/10.1145/2971648.2971667</a>.","short":"M. Halbrügge, M. Quade, K.-P. Engelbrecht, S. Möller, S. Albayrak, in: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, ACM, New York, NY, USA, 2016, pp. 1028–1039.","alphadin":"<span style=\"font-variant:small-caps;\">Halbrügge, Marc</span> ; <span style=\"font-variant:small-caps;\">Quade, Michael</span> ; <span style=\"font-variant:small-caps;\">Engelbrecht, Klaus-Peter</span> ; <span style=\"font-variant:small-caps;\">Möller, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Albayrak, Sahin</span>: Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling. In: <i>Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing</i>. New York, NY, USA : ACM, 2016, S. 1028–1039","bibtex":"@inproceedings{Halbrügge_Quade_Engelbrecht_Möller_Albayrak_2016, place={New York, NY, USA}, title={Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling}, DOI={<a href=\"https://doi.org/10.1145/2971648.2971667\">10.1145/2971648.2971667</a>}, booktitle={Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing}, publisher={ACM}, author={Halbrügge, Marc and Quade, Michael and Engelbrecht, Klaus-Peter and Möller, Sebastian and Albayrak, Sahin}, year={2016}, pages={1028–1039} }","apa":"Halbrügge, M., Quade, M., Engelbrecht, K.-P., Möller, S., &#38; Albayrak, S. (2016). Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling. In <i>Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing</i> (pp. 1028–1039). New York, NY, USA: ACM. <a href=\"https://doi.org/10.1145/2971648.2971667\">https://doi.org/10.1145/2971648.2971667</a>","ieee":"M. Halbrügge, M. Quade, K.-P. Engelbrecht, S. Möller, and S. Albayrak, “Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling,” in <i>Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing</i>, Heidelberg Germany, 2016, pp. 1028–1039."},"conference":{"name":"UbiComp '16: The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing","location":"Heidelberg Germany","start_date":"2016-09-12","end_date":"2016-09-16"},"status":"public","doi":"10.1145/2971648.2971667","page":"1028-1039","publisher":"ACM","date_updated":"2026-03-17T15:28:59Z","publication_identifier":{"isbn":["9781450344616"]},"type":"conference","file":[{"file_name":"Halbruegge2016-IntegratedModel.pdf","file_size":415139,"content_type":"application/pdf","success":1,"date_updated":"2024-02-08T12:02:02Z","date_created":"2024-02-08T12:02:02Z","creator":"mhalbruegge","access_level":"open_access","relation":"main_file","file_id":"4309"}],"oa":"1","has_accepted_license":"1","extern":"1","user_id":"220548","publication_status":"published","publication":"Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing","keyword":["Automated Usability Evaluation","Human Error","Model-Based Engineering","Smart Home","Cognitive User Model"],"urn":"urn:nbn:de:hbz:bi10-43085","quality_controlled":"1","title":"Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling","file_date_updated":"2024-02-08T12:02:02Z","date_created":"2024-02-08T12:05:36Z"},{"type":"conference","publication_identifier":{"issn":[" 1617-5468"]},"main_file_link":[{"url":"https://dl.gi.de/bitstream/handle/20.500.12116/2185/191.pdf"}],"corporate_editor":["Gesellschaft für Informatik e.V."],"user_id":"35437","keyword":["fall detection","human computer interaction","smart home intelligent building","indoor localization"],"publication":"INFORMATIK 2015","publication_status":"published","series_title":"Lecture Notes in Informatics","department":[{"_id":"102"}],"date_created":"2021-06-05T14:00:17Z","title":"Integration of a fall detection system into the intelligent building","_id":"1256","year":"2015","language":[{"iso":"ger"}],"author":[{"last_name":"Pörtner","full_name":"Pörtner, Aljoscha","first_name":"Aljoscha"},{"first_name":"Dennis","last_name":"Sprute","full_name":"Sprute, Dennis"},{"last_name":"Weinitschke","full_name":"Weinitschke, Alexander","first_name":"Alexander"},{"full_name":"König, Matthias","orcid":"0000-0002-4915-0750","last_name":"König","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-4915-0750/work/176724561","id":"213498","first_name":"Matthias"}],"citation":{"ama":"Pörtner A, Sprute D, Weinitschke A, König M. Integration of a fall detection system into the intelligent building. In: Gesellschaft für Informatik e.V., ed. <i>INFORMATIK 2015</i>. Lecture Notes in Informatics. Bonn; 2015:191-202.","mla":"Pörtner, Aljoscha, et al. “Integration of a fall detection system into the intelligent building.” <i>INFORMATIK 2015</i>, edited by Gesellschaft für Informatik e.V., 2015, pp. 191–202.","chicago":"Pörtner, Aljoscha, Dennis Sprute, Alexander Weinitschke, and Matthias König. “Integration of a fall detection system into the intelligent building.” In <i>INFORMATIK 2015</i>, edited by Gesellschaft für Informatik e.V., 191–202. Lecture Notes in Informatics. Bonn, 2015.","short":"A. Pörtner, D. Sprute, A. Weinitschke, M. König, in: Gesellschaft für Informatik e.V. (Ed.), INFORMATIK 2015, Bonn, 2015, pp. 191–202.","apa":"Pörtner, A., Sprute, D., Weinitschke, A., &#38; König, M. (2015). Integration of a fall detection system into the intelligent building. In Gesellschaft für Informatik e.V. (Ed.), <i>INFORMATIK 2015</i> (pp. 191–202). Bonn.","bibtex":"@inproceedings{Pörtner_Sprute_Weinitschke_König_2015, place={Bonn}, series={Lecture Notes in Informatics}, title={Integration of a fall detection system into the intelligent building}, booktitle={INFORMATIK 2015}, author={Pörtner, Aljoscha and Sprute, Dennis and Weinitschke, Alexander and König, Matthias}, editor={Gesellschaft für Informatik e.V.Editor}, year={2015}, pages={191–202}, collection={Lecture Notes in Informatics} }","alphadin":"<span style=\"font-variant:small-caps;\">Pörtner, Aljoscha</span> ; <span style=\"font-variant:small-caps;\">Sprute, Dennis</span> ; <span style=\"font-variant:small-caps;\">Weinitschke, Alexander</span> ; <span style=\"font-variant:small-caps;\">König, Matthias</span>: Integration of a fall detection system into the intelligent building. In: <span style=\"font-variant:small-caps;\">Gesellschaft für Informatik e.V.</span> (Hrsg.): <i>INFORMATIK 2015</i>, <i>Lecture Notes in Informatics</i>. Bonn, 2015, S. 191–202","ieee":"A. Pörtner, D. Sprute, A. Weinitschke, and M. König, “Integration of a fall detection system into the intelligent building,” in <i>INFORMATIK 2015</i>, Cottbus, 2015, pp. 191–202."},"place":"Bonn","status":"public","conference":{"end_date":"2015-10-02","start_date":"2015-09-28","location":"Cottbus","name":"45. Jahrestagung der Gesellschaft für Informatik"},"date_updated":"2026-03-17T15:28:18Z","page":"191-202"}]