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Access to relevant datasets is essential in today\u2019s data-driven world and in conducting evidence-based studies on human aging. While some efforts have been made to centralize datasets, many remain scattered across articles, studies, and research project websites. We have conducted a thorough analysis of well-known literature databases, specifically IEEE Xplore, Springer, Elsevier, PubMed and MDPI, and identified articles that mention either the dataset or software. This paper presents a systematic mapping study of AAL research, resulting in a curated catalogue of 232 publications each with an associated dataset, distilled from an initial screening of 5042 articles. Our analysis reveals notable trends and gaps\u2014for example, vision-based datasets currently dominate the field, whereas longitudinal monitoring data and certain modalities (e.g., audio) are markedly underrepresented. The article dataset was compiled via a systematic literature search using Preferred Reporting Items for systematic reviews and meta-analyses (PRISMA) methodology, supplemented by NLP-based filtering, and manual review. The curated data are shared as XLSX metadata tables with accompanying summary statistics and visualizations, offering a centralized reference that enables rapid dataset discovery, supports cross-dataset benchmarking and reproducibility, and facilitates reuse in AAL and active aging applications.<\/jats:p>","DOI":"10.1007\/s41060-026-01226-2","type":"journal-article","created":{"date-parts":[[2026,7,20]],"date-time":"2026-07-20T13:44:20Z","timestamp":1784555060000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Curation and analysis of an article dataset for ambient assisted living and active aging"],"prefix":"10.1007","volume":"22","author":[{"given":"Eftim","family":"Zdravevski","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Viktor","family":"Mitrevski","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Strahil","family":"Panev","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Petre","family":"Lameski","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ivan Miguel","family":"Pires","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Martin","family":"Kampel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Francisco","family":"Florez-Revuelta","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,7,20]]},"reference":[{"issue":"10033","key":"1226_CR1","doi-asserted-by":"publisher","first-page":"2145","DOI":"10.1016\/S0140-6736(15)00516-4","volume":"387","author":"JR Beard","year":"2016","unstructured":"Beard, J.R., Officer, A., de Carvalho, I.A., et al.: The world report on ageing and health: a policy framework for healthy ageing. 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