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International Conference on Practical Applications of Agents and Multi-Agent Systems

PAAMS 2017: Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection pp 170–182Cite as

Personalised Persuasive Coaching to Increase Older Adults’ Physical and Social Activities: A Motivational Model

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 10349))

Abstract

The overall aim of this research is to develop an adaptive digital coaching system that gives seniors personalized support for increasing physical activity, and promoting participation in social activity and their own care. The main research question is how can different behavioral and motivational factors of an individual be formally integrated into the knowledge base of a coach agent for generating support tailored to the individual’s needs and preferences in a specific situation?

The results include a theory-based motivational model incorporating different person-centric factors, and an algorithm for generating the adaptive and persuasive behavior of the agent that aims to motivate the individual. These are integrated in a mobile coaching application together with a set of theory-based motivating messages targeting primarily physical and social activities. Future work includes the development of methods for handling conflicting motives, and user studies.

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Notes

  1. 1.

    http://www.who.int/classifications/icf/en/.

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Author information

Authors and Affiliations

  1. Department of Computing Science, Umeå University, SE-901 87, Umeå, Sweden

    Helena Lindgren & Esteban Guerrero

  2. Department of Community Medicine and Rehabilitation, Umeå University, SE-901 87, Umeå, Sweden

    Rebecka Janols

Authors
  1. Helena Lindgren
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  2. Esteban Guerrero
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  3. Rebecka Janols
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Corresponding author

Correspondence to Helena Lindgren .

Editor information

Editors and Affiliations

  1. Centre National de la Rech. Scientifique , Grenoble, France

    Yves Demazeau

  2. Malmö University , Malmö, Sweden

    Paul Davidsson

  3. Universidad Politécnica de Madrid , Madrid, Spain

    Javier Bajo

  4. Polytechnic Institute of Porto , Porto, Portugal

    Zita Vale

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Lindgren, H., Guerrero, E., Janols, R. (2017). Personalised Persuasive Coaching to Increase Older Adults’ Physical and Social Activities: A Motivational Model. In: Demazeau, Y., Davidsson, P., Bajo, J., Vale, Z. (eds) Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection. PAAMS 2017. Lecture Notes in Computer Science(), vol 10349. Springer, Cham. https://doi.org/10.1007/978-3-319-59930-4_14

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  • DOI: https://doi.org/10.1007/978-3-319-59930-4_14

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-59929-8

  • Online ISBN: 978-3-319-59930-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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