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Personalised Persuasive Coaching to Increase Older Adults' Physical and Social Activities: a Motivational Model
Umeå University, Faculty of Science and Technology, Department of Computing Science.ORCID iD: 0000-0002-8430-4241
Umeå University, Faculty of Science and Technology, Department of Computing Science.ORCID iD: 0000-0002-6035-800x
Umeå University, Faculty of Medicine, Department of Community Medicine and Rehabilitation.
2017 (English)In: Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection: 15th International Conference, PAAMS 2017, Porto, Portugal, June 21-23, 2017, Proceedings, Springer, 2017, p. 170-182Conference paper, Published paper (Refereed)
Abstract [en]

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.

Place, publisher, year, edition, pages
Springer, 2017. p. 170-182
Series
Lecture Notes in Computer Science ; 10349
Keywords [en]
Agents, Behaviour change, Persuasive technology, Personalisation, Physical activity, Social inclusion, Older adults
National Category
Computer Sciences Human Computer Interaction
Research subject
computer and systems sciences; human-computer interaction
Identifiers
URN: urn:nbn:se:umu:diva-141029DOI: 10.1007/978-3-319-59930-4_14ISBN: 978-3-319-59929-8 (print)ISBN: 978-3-319-59930-4 (electronic)OAI: oai:DiVA.org:umu-141029DiVA, id: diva2:1151097
Conference
PAAMS 2017: 15th International Conference on Practical Applications of Agents and Multi-Agent systems, Portugal, June 21-23, 2017
Available from: 2017-10-22 Created: 2017-10-22 Last updated: 2019-06-19Bibliographically approved

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Lindgren, HelenaGuerrero, EstebanJanols, Rebecka

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Lindgren, HelenaGuerrero, EstebanJanols, Rebecka
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CiteExportLink to record
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Citation style
  • apa
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