An ontology-based recommender system to promote physical activity for pre-frail elderly

Hossein Nassabi, Harm op den Akker, Miriam Marie Rosé Vollenbroek-Hutten

Abstract

The increasing ageing population and the prevalence of chronic diseases have introduced new challenges to healthcare systems motivating researchers to use telemonitoring solutions for providing care. In some solutions, a special focus has been given to promoting physical activity as it can decrease the risk of becoming frail and prevents further health complications. The focus of this research is to keep seniors physically active by designing and developing an intelligent system that recommends exercises tailored to an individual’s health status, goals and preferences hence aiming for an adaptive personalized solution.
Original languageEnglish
Title of host publicationProceedings ABIS 2014
Subtitle of host publication20th International Workshop on Adaptivity and User Modeling held at Mensch & Computer 2014
Place of PublicationGermany
PublisherOldenbourg Wissenschaftsverlag
Pages181-184
Number of pages3
ISBN (Print)978-3-11034-450-9
DOIs
StatePublished - 1 Sep 2014
Event20th International Workshop on Adaptivity and User Modeling, ABIS 2014 - Munich, Germany

Publication series

NameMensch & Computer 2014
PublisherOldenbourg Wissenschaftsverlag
Volume14. Fachübergreifende Konferenz für Interaktive und Kooperative

Workshop

Workshop20th International Workshop on Adaptivity and User Modeling, ABIS 2014
Abbreviated titleABIS
CountryGermany
CityMunich
Period1/09/141/09/14
Internet address

Fingerprint

elderly
activity
system
demographic aging
personalization
ontology
health status
preference
care
scientist
health
risk
individual
research

Keywords

  • BSS-Biomechatronics and rehabilitation technology
  • CR-J
  • EWI-25040
  • Frailty
  • METIS-306017
  • EHealth
  • Physical Exercise
  • Telemonitoring
  • IR-91768
  • Recommender Systems

Cite this

Nassabi, H., op den Akker, H., & Vollenbroek-Hutten, M. M. R. (2014). An ontology-based recommender system to promote physical activity for pre-frail elderly. In Proceedings ABIS 2014: 20th International Workshop on Adaptivity and User Modeling held at Mensch & Computer 2014 (pp. 181-184). (Mensch & Computer 2014; Vol. 14. Fachübergreifende Konferenz für Interaktive und Kooperative). Germany: Oldenbourg Wissenschaftsverlag. DOI: 10.1524/9783110344509.181

Nassabi, Hossein; op den Akker, Harm; Vollenbroek-Hutten, Miriam Marie Rosé / An ontology-based recommender system to promote physical activity for pre-frail elderly.

Proceedings ABIS 2014: 20th International Workshop on Adaptivity and User Modeling held at Mensch & Computer 2014. Germany : Oldenbourg Wissenschaftsverlag, 2014. p. 181-184 (Mensch & Computer 2014; Vol. 14. Fachübergreifende Konferenz für Interaktive und Kooperative).

Research output: ScientificConference contribution

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abstract = "The increasing ageing population and the prevalence of chronic diseases have introduced new challenges to healthcare systems motivating researchers to use telemonitoring solutions for providing care. In some solutions, a special focus has been given to promoting physical activity as it can decrease the risk of becoming frail and prevents further health complications. The focus of this research is to keep seniors physically active by designing and developing an intelligent system that recommends exercises tailored to an individual’s health status, goals and preferences hence aiming for an adaptive personalized solution.",
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Nassabi, H, op den Akker, H & Vollenbroek-Hutten, MMR 2014, An ontology-based recommender system to promote physical activity for pre-frail elderly. in Proceedings ABIS 2014: 20th International Workshop on Adaptivity and User Modeling held at Mensch & Computer 2014. Mensch & Computer 2014, vol. 14. Fachübergreifende Konferenz für Interaktive und Kooperative, Oldenbourg Wissenschaftsverlag, Germany, pp. 181-184, 20th International Workshop on Adaptivity and User Modeling, ABIS 2014, Munich, Germany, 1-1 September. DOI: 10.1524/9783110344509.181

An ontology-based recommender system to promote physical activity for pre-frail elderly. / Nassabi, Hossein; op den Akker, Harm; Vollenbroek-Hutten, Miriam Marie Rosé.

Proceedings ABIS 2014: 20th International Workshop on Adaptivity and User Modeling held at Mensch & Computer 2014. Germany : Oldenbourg Wissenschaftsverlag, 2014. p. 181-184 (Mensch & Computer 2014; Vol. 14. Fachübergreifende Konferenz für Interaktive und Kooperative).

Research output: ScientificConference contribution

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T1 - An ontology-based recommender system to promote physical activity for pre-frail elderly

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PY - 2014/9/1

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AB - The increasing ageing population and the prevalence of chronic diseases have introduced new challenges to healthcare systems motivating researchers to use telemonitoring solutions for providing care. In some solutions, a special focus has been given to promoting physical activity as it can decrease the risk of becoming frail and prevents further health complications. The focus of this research is to keep seniors physically active by designing and developing an intelligent system that recommends exercises tailored to an individual’s health status, goals and preferences hence aiming for an adaptive personalized solution.

KW - BSS-Biomechatronics and rehabilitation technology

KW - CR-J

KW - EWI-25040

KW - Frailty

KW - METIS-306017

KW - EHealth

KW - Physical Exercise

KW - Telemonitoring

KW - IR-91768

KW - Recommender Systems

U2 - 10.1524/9783110344509.181

DO - 10.1524/9783110344509.181

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Nassabi H, op den Akker H, Vollenbroek-Hutten MMR. An ontology-based recommender system to promote physical activity for pre-frail elderly. In Proceedings ABIS 2014: 20th International Workshop on Adaptivity and User Modeling held at Mensch & Computer 2014. Germany: Oldenbourg Wissenschaftsverlag. 2014. p. 181-184. (Mensch & Computer 2014). Available from, DOI: 10.1524/9783110344509.181