{"department":[{"_id":"103"}],"year":"2025","quality_controlled":"1","volume":2,"series_title":"KI2025@HSBI Zukunft im Fokus","page":"38-39","status":"public","related_material":{"link":[{"url":"https://journals.hsbi.de/sidas/issue/view/29","relation":"confirmation"}]},"publication_identifier":{"unknown":["2943-3509"]},"date_updated":"2025-12-02T08:31:47Z","conference":{"start_date":"2025-06-03","location":"Bielefeld","name":"KI2025@HSBI Zukunft im Fokus","end_date":"2025-06-03"},"author":[{"orcid":"0000-0002-6902-6116","id":"254998","full_name":"Attaullah, Hasina","last_name":"Attaullah","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-6902-6116/work/198405201","first_name":"Hasina"},{"first_name":"Christian","last_name":"Peters","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-7329-0320/work/198509977","orcid":"0009-0002-7329-0320","full_name":"Peters, Christian","id":"257329"},{"last_name":"Peters","first_name":"Annika","id":"257172","full_name":"Peters, Annika"},{"last_name":"Jungeblut","first_name":"Thorsten","orcid":"0000-0001-7425-8766","full_name":"Jungeblut, Thorsten","id":"242294"}],"type":"conference","date_created":"2025-12-01T10:33:14Z","corporate_editor":["Schriftenreihe des Institute for Data Science Solutions"],"user_id":"257172","place":"Bielefeld","intvolume":"         2","doi":"10.60802/SIDAS.2025.2","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>","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)","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>","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>.","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.","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>.","short":"H. Attaullah, C. Peters, A. Peters, T. Jungeblut, 2 (2025) 38–39.","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} }"},"project":[{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"}],"keyword":["Depression Detection","Smart Home","Dementia Detection","Smart Home Sensors"],"_id":"6355","abstract":[{"text":"We investigate how sensor data collected from smart home environments can be used to identify behavioral  patterns  associated  with  dementia  and  depression.  We  focus  on  unobtrusive, low-costsensors installed in smart homes. We calculate features such as room occupancy, mobility and sleep interruptions with the goal of enabling early, non-invasive detection of anomalous behavior (Kim 2017) to provide details into daily routines to understand individual care needs. Dataset: We use data from the CASAS project (Washington State University 2025).","lang":"eng"}],"title":"AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection","language":[{"iso":"eng"}]}