Proactively guiding patients through ADL via knowledge-based and context-driven activity recognition

William Van Woensel, Samina Abidi, Syed Sibte Raza Abidi

Producción científica: Capítulo en Libro/Reporte/Acta de conferenciaContribución a la conferencia

1 Cita (Scopus)

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 originalEnglish
Título de la publicación alojadaMEDINFO 2019
Subtítulo de la publicación alojadaHealth and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics
EditoresBrigitte Seroussi, Lucila Ohno-Machado, Lucila Ohno-Machado, Brigitte Seroussi
EditorialIOS Press
Páginas863-867
Número de páginas5
ISBN (versión digital)9781643680026
DOI
EstadoPublished - ago. 21 2019
Evento17th World Congress on Medical and Health Informatics, MEDINFO 2019 - Lyon, France
Duración: ago. 25 2019ago. 30 2019

Serie de la publicación

NombreStudies in Health Technology and Informatics
Volumen264
ISSN (versión impresa)0926-9630
ISSN (versión digital)1879-8365

Conference

Conference17th World Congress on Medical and Health Informatics, MEDINFO 2019
País/TerritorioFrance
CiudadLyon
Período8/25/198/30/19

Nota bibliográfica

Publisher Copyright:
© 2019 International Medical Informatics Association (IMIA) and IOS Press.

ASJC Scopus Subject Areas

  • Biomedical Engineering
  • Health Informatics
  • Health Information Management

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