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

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

doi:10.1524/9783110344509.181

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

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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

1 Citation (Scopus)

170 Downloads (Pure)

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 language	English
Title of host publication	Proceedings ABIS 2014
Subtitle of host publication	20th International Workshop on Adaptivity and User Modeling held at Mensch & Computer 2014
Place of Publication	Germany
Publisher	Oldenbourg Wissenschaftsverlag
Pages	181-184
Number of pages	3
ISBN (Print)	978-3-11034-450-9
DOIs	https://doi.org/10.1524/9783110344509.181
Publication status	Published - 1 Sep 2014
Event	20th International Workshop on Adaptivity and User Modeling, ABIS 2014 - Munich, Germany Duration: 1 Sep 2014 → 1 Sep 2014 Conference number: 20 https://sigabis.wordpress.com/proceedings-abis-2014/

Publication series

Name	Mensch & Computer 2014
Publisher	Oldenbourg Wissenschaftsverlag
Volume	14. Fachübergreifende Konferenz für Interaktive und Kooperative

Workshop

Workshop	20th International Workshop on Adaptivity and User Modeling, ABIS 2014
Abbreviated title	ABIS
Country/Territory	Germany
City	Munich
Period	1/09/14 → 1/09/14
Internet address	https://sigabis.wordpress.com/proceedings-abis-2014/

Keywords

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

Access to Document

10.1524/9783110344509.181

abis2014_submission_04

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). Oldenbourg Wissenschaftsverlag. https://doi.org/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{\textquoteright}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.; 20th International Workshop on Adaptivity and User Modeling, ABIS 2014, ABIS ; Conference date: 01-09-2014 Through 01-09-2014",

year = "2014",

month = sep,

day = "1",

doi = "10.1524/9783110344509.181",

language = "English",

isbn = "978-3-11034-450-9",

series = "Mensch & Computer 2014",

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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. https://doi.org/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 proceeding › Conference contribution › Academic

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

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AU - op den Akker, Harm

AU - Vollenbroek-Hutten, Miriam Marie Rosé

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PY - 2014/9/1

Y1 - 2014/9/1

N2 - 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.

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

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M3 - Conference contribution

SN - 978-3-11034-450-9

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SP - 181

EP - 184

BT - Proceedings ABIS 2014

PB - Oldenbourg Wissenschaftsverlag

CY - Germany

T2 - 20th International Workshop on Adaptivity and User Modeling, ABIS 2014

Y2 - 1 September 2014 through 1 September 2014

ER -

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). doi: 10.1524/9783110344509.181

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

Abstract

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Keywords

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