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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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.
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
Duration: 1 Sep 20141 Sep 2014
Conference number: 20
https://sigabis.wordpress.com/proceedings-abis-2014/

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

Recommender systems
Ontology
Health
Intelligent systems
Aging of materials

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. pp. 181-184 (Mensch & Computer 2014).
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title = "An ontology-based recommender system to promote physical activity for pre-frail elderly",
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.",
keywords = "BSS-Biomechatronics and rehabilitation technology, CR-J, EWI-25040, Frailty, METIS-306017, EHealth, Physical Exercise, Telemonitoring, IR-91768, Recommender Systems",
author = "Hossein Nassabi and {op den Akker}, Harm and Vollenbroek-Hutten, {Miriam Marie Ros{\'e}}",
note = "This paper was presented during the doctoral consortium of ABIS 2014 workshop.",
year = "2014",
month = "9",
day = "1",
doi = "10.1524/9783110344509.181",
language = "English",
isbn = "978-3-11034-450-9",
series = "Mensch & Computer 2014",
publisher = "Oldenbourg Wissenschaftsverlag",
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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, 1/09/14. 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: Chapter in Book/Report/Conference proceedingConference contribution

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

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KW - EWI-25040

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KW - EHealth

KW - Physical Exercise

KW - Telemonitoring

KW - IR-91768

KW - Recommender Systems

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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