What is it about?
Our mobile app generates recommendations for physical activities and tips to move more. When comparing personalized with non-personalized recommendations, our results show that users who receive personalized recommendations have more motivation to move.
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Why is it important?
Our personalization algorithm integrates users' preferences and contextual information, such as mood and the current situation (e.g., work or free time). Because this algorithm has shown to be effective to motivate people more, we propose integrating this in future mobile health applications.
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This page is a summary of: Motivating People to Move More with Personalized Activity and Tip Recommendations: a Randomized Controlled Trial, March 2023, ACM (Association for Computing Machinery),
DOI: 10.1145/3581754.3584149.
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