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

William Van Woensel, Samina Abidi, Syed Sibte Raza Abidi

Résultat de recherche: Conference contribution

1 Citation (Scopus)

Résumé

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.

Langue d'origineEnglish
Titre de la publication principaleMEDINFO 2019
Sous-titre de la publication principaleHealth and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics
ÉditeursBrigitte Seroussi, Lucila Ohno-Machado, Lucila Ohno-Machado, Brigitte Seroussi
Maison d'éditionIOS Press
Pages863-867
Nombre de pages5
ISBN (électronique)9781643680026
DOI
Statut de publicationPublished - août 21 2019
Événement17th World Congress on Medical and Health Informatics, MEDINFO 2019 - Lyon, France
Durée: août 25 2019août 30 2019

Séries de publication

PrénomStudies in Health Technology and Informatics
Volume264
ISSN (imprimé)0926-9630
ISSN (électronique)1879-8365

Conference

Conference17th World Congress on Medical and Health Informatics, MEDINFO 2019
Pays/TerritoireFrance
VilleLyon
Période8/25/198/30/19

Note bibliographique

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

ASJC Scopus Subject Areas

  • Biomedical Engineering
  • Health Informatics
  • Health Information Management

Empreinte numérique

Plonger dans les sujets de recherche 'Proactively guiding patients through ADL via knowledge-based and context-driven activity recognition'. Ensemble, ils forment une empreinte numérique unique.

Citer