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Ambient Support by a Personal Coach for Exercising and Rehabilitation

Authors :: Bobbert, M.F.
Hoogendoorn, M.
van Soest, A.J.
Stebletsova, V.
Treur, J.
Bosse, T.
Cook, D.J.
Neerincx, M.
Sadri, F.
Bosse, T.
Cook, D.J.
Neerincx, M.
Sadri, F.
Kinesiology
Artificial intelligence
Network Institute
Computational Intelligence
Social AI
Movement Behavior
Research Institute MOVE
Source :: Bobbert, M F, Hoogendoorn, M, van Soest, A J, Stebletsova, V & Treur, J 2013, Ambient Support by a Personal Coach for Exercising and Rehabilitation . in T Bosse, D J Cook, M Neerincx & F Sadri (eds), Human Aspects in Ambient Intelligence : Contemporary Challenges and Solutions . Atlantis Ambient and Pervasive Intelligence, no. 8, Atlantis Press, pp. 89-106 . https://doi.org/10.2991/978-94-6239-018-8_6, Human Aspects in Ambient Intelligence: Contemporary Challenges and Solutions, 89-106, STARTPAGE=89;ENDPAGE=106;TITLE=Human Aspects in Ambient Intelligence, Human Aspects in Ambient Intelligence ISBN: 9789462390171
Publication Year :: 2013
Publisher :: Atlantis Press, 2013.
Abstract: In this chapter an agent-based ambient system is presented to support persons in learning specific movement patterns. The ambient system serves as a personal coach that observes a person’s movement pattern, and analyses this based on comparison with an ideal pattern generated by optimisation using a computational musculoskeletal model for this type of pattern minimizing knee joint loading. Based on this analysis the Personal Coach generates advice to adapt the person’s pattern in order to better approximate the ideal pattern. The Personal Coach has been designed using the agent design method DESIRE, thereby reusing an available generic agent model. The system was evaluated (a proof of principle) by setting up an environment in which sensoring of body part positions was incorporated. In evaluations with a few subjects substantial improvement of the movement pattern compared to the ideal movement pattern was achieved.

Subjects :: Movement pattern
Engineering
Ideal (set theory)
Rehabilitation
Proof of concept
Movement (music)
business.industry
medicine.medical_treatment
medicine
Ground reaction force
business
Simulation

Details

Language :: English
ISBN :: 978-94-6239-017-1
ISBNs :: 9789462390171
Database :: OpenAIRE
Journal :: Bobbert, M F, Hoogendoorn, M, van Soest, A J, Stebletsova, V & Treur, J 2013, Ambient Support by a Personal Coach for Exercising and Rehabilitation . in T Bosse, D J Cook, M Neerincx & F Sadri (eds), Human Aspects in Ambient Intelligence : Contemporary Challenges and Solutions . Atlantis Ambient and Pervasive Intelligence, no. 8, Atlantis Press, pp. 89-106 . https://doi.org/10.2991/978-94-6239-018-8_6, Human Aspects in Ambient Intelligence: Contemporary Challenges and Solutions, 89-106, STARTPAGE=89;ENDPAGE=106;TITLE=Human Aspects in Ambient Intelligence, Human Aspects in Ambient Intelligence ISBN: 9789462390171
Accession number :: edsair.doi.dedup.....4bb4107f97b988ebd06e581a436b1126
Full Text :: https://doi.org/10.2991/978-94-6239-018-8_6