Toward a generic personalized virtual coach for self-management: a proposal for an architecture

Johan Blok; Talko Dijkhuis; Aranka Dol

Toward a generic personalized virtual coach for self-management: a proposal for an architecture

Johan Blok, Talko Dijkhuis, Aranka Dol

New Business & ICT

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Abstract

The shift toward prevention and self-management in health hinges upon a massive realization of behavior change, which involves the use of virtual coaches. Increasing availability of data from mobile devices and techniques for real time analysis provide new opportunities for personalizing virtual coaches. We propose an architecture that takes advantage of those developments. We identify the required knowledge and methods to develop a ﬂexible ecosystem for rapid prototyping of personalized virtual coaches.

Original language	English
Publication status	Published - 2017
Event	9th International Conference on eHealth, Telemedicine, and Social Medicine 2017 - Nice, France Duration: 19 Mar 2017 → 23 Mar 2017 Conference number: 9th https://www.iaria.org/conferences2017/eTELEMED17.html

Conference

Conference	9th International Conference on eHealth, Telemedicine, and Social Medicine 2017
Abbreviated title	eTELEMED 2017
Country/Territory	France
City	Nice
Period	19/03/17 → 23/03/17
Internet address	https://www.iaria.org/conferences2017/eTELEMED17.html

Keywords

health care
data science
model based software development

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TowardGenericPersonalizedVirtualCoachArchitecture_v1.0Accepted author manuscript, 466 KB

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abstract = "The shift toward prevention and self-management in health hinges upon a massive realization of behavior change, which involves the use of virtual coaches. Increasing availability of data from mobile devices and techniques for real time analysis provide new opportunities for personalizing virtual coaches. We propose an architecture that takes advantage of those developments. We identify the required knowledge and methods to develop a ﬂexible ecosystem for rapid prototyping of personalized virtual coaches. ",

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AU - Blok, Johan

AU - Dijkhuis, Talko

AU - Dol, Aranka

N1 - Conference code: 9th

PY - 2017

Y1 - 2017

N2 - The shift toward prevention and self-management in health hinges upon a massive realization of behavior change, which involves the use of virtual coaches. Increasing availability of data from mobile devices and techniques for real time analysis provide new opportunities for personalizing virtual coaches. We propose an architecture that takes advantage of those developments. We identify the required knowledge and methods to develop a ﬂexible ecosystem for rapid prototyping of personalized virtual coaches.

AB - The shift toward prevention and self-management in health hinges upon a massive realization of behavior change, which involves the use of virtual coaches. Increasing availability of data from mobile devices and techniques for real time analysis provide new opportunities for personalizing virtual coaches. We propose an architecture that takes advantage of those developments. We identify the required knowledge and methods to develop a ﬂexible ecosystem for rapid prototyping of personalized virtual coaches.

KW - gezondheidszorg

KW - health care

KW - data science

KW - model based software development

M3 - Paper

T2 - 9th International Conference on eHealth, Telemedicine, and Social Medicine 2017

Y2 - 19 March 2017 through 23 March 2017

ER -

Toward a generic personalized virtual coach for self-management: a proposal for an architecture

Abstract

Conference

Keywords

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Cite this