Resumen
Assisted Ambient Living (AAL) focuses on self-sufficiency, assisting disabled people to perform activities of daily living (ADL) by automating assistive actions in smart environments. Importantly, AAL provides opportunities for dynamically guiding patients with a cognitive decline through an ADL. Activity recognition is a pivotal task since it allows detecting when an ADL is started by recognizing its constituent activities. When dealing cognitive decline, activity recognition should also be able to detect when activities are performed incorrectly-e.g., performed out-of-order, at the wrong location or time, or with the wrong objects (e.g., utensils)-which is nevertheless not a common goal in activity recognition. Moreover, it should be able to cope with nonuniform ways of performing the ADL that are nevertheless correct. We present a novel knowledge-driven activity recognition approach, which employs semantic reasoning to recognize both correct and incorrect actions, based on the ADL workflow as well as associated environment context.
Idioma original | English |
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Título de la publicación alojada | MEDINFO 2019 |
Subtítulo de la publicación alojada | Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics |
Editores | Brigitte Seroussi, Lucila Ohno-Machado, Lucila Ohno-Machado, Brigitte Seroussi |
Editorial | IOS Press |
Páginas | 863-867 |
Número de páginas | 5 |
ISBN (versión digital) | 9781643680026 |
DOI | |
Estado | Published - ago. 21 2019 |
Evento | 17th World Congress on Medical and Health Informatics, MEDINFO 2019 - Lyon, France Duración: ago. 25 2019 → ago. 30 2019 |
Serie de la publicación
Nombre | Studies in Health Technology and Informatics |
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Volumen | 264 |
ISSN (versión impresa) | 0926-9630 |
ISSN (versión digital) | 1879-8365 |
Conference
Conference | 17th World Congress on Medical and Health Informatics, MEDINFO 2019 |
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País/Territorio | France |
Ciudad | Lyon |
Período | 8/25/19 → 8/30/19 |
Nota bibliográfica
Publisher Copyright:© 2019 International Medical Informatics Association (IMIA) and IOS Press.
ASJC Scopus Subject Areas
- Biomedical Engineering
- Health Informatics
- Health Information Management