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  • Towards personalisation of physical activity e-coach using stage-matched behaviour change and motivational interviewing strategies

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    Tjondronegoro224546.pdf (238.4Kb)
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    Accepted Manuscript (AM)
    Author(s)
    Pratiwi, PS
    Tjondronegoro, D
    Griffith University Author(s)
    Tjondronegoro, Dian W.
    Year published
    2018
    Metadata
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    Abstract
    Personalised e-coaching system needs to make deliberate efforts to design intervention experiences that fit the needs, problems, goals, and interest of their participants. In this paper, we propose architecture for Physical Activity (PA) based on the trans-theoretical model of behaviour change. The overall purpose of our personalised e-coaching system is to help constructing personalised sessions and contents that promote adherence to the PA promotion program. To achieve this, the system recognizes different patterns of activity behaviour and stage of changes of the individual, which are guided by the expert's knowledge. A ...
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    Personalised e-coaching system needs to make deliberate efforts to design intervention experiences that fit the needs, problems, goals, and interest of their participants. In this paper, we propose architecture for Physical Activity (PA) based on the trans-theoretical model of behaviour change. The overall purpose of our personalised e-coaching system is to help constructing personalised sessions and contents that promote adherence to the PA promotion program. To achieve this, the system recognizes different patterns of activity behaviour and stage of changes of the individual, which are guided by the expert's knowledge. A key difference between our system and the other state-of-the art systems is that in our framework, the content of the personalised recommendations or advice is not only adapted based on the participant's responses, historical data, but also based on the participant's activity preferences, health conditions and different values of importance.
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    Conference Title
    2017 IEEE Life Sciences Conference, LSC 2017
    Volume
    2018-January
    DOI
    https://doi.org/10.1109/LSC.2017.8268130
    Copyright Statement
    © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
    Subject
    Sports science and exercise
    Publication URI
    http://hdl.handle.net/10072/385144
    Collection
    • Conference outputs

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