Ontology-Based Generation of Dynamic Feedback on Physical Activity


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Wieringa, Wilko and Akker op den, Harm and Jones, Valerie M. and Hermens, Hermie (2011) Ontology-Based Generation of Dynamic Feedback on Physical Activity. In: 13th International Conference on Artificial Intelligence in Medicine, AIME 2011, 2-6 July 2011, Bled, Slovenia.

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Abstract:This article describes a new, AI-inspired telemedicine system for providing feedback on daily activity. Optimising daily levels of physical activity is an important focus in the treatment of chronic illnesses. An ambulatory monitoring and feedback system has been developed to monitor activity and provide feedback to help patients reach a healthy daily pattern. The system has shown positive effects in trials on different patient groups including COPD and obese patients. We describe the design and implementation of an intelligent feedback generation module that improves interaction with the patient by providing personalised dynamic context-aware feedback. An ontology of messages was designed, which the system uses to find appropriate feedback using context information to prune irrelevant paths. The system adapts based on derived probabilities concerning user preferences to certain message types. We aim to improve patient compliance to individual feedback messages and improve the user experience, leading to better overall treatment compliance.
Item Type:Conference or Workshop Item
Copyright:© 2011 Springer
Faculty:
Electrical Engineering, Mathematics and Computer Science (EEMCS)
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Link to this item:http://purl.utwente.nl/publications/77994
Official URL:http://dx.doi.org/10.1007/978-3-642-22218-4
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