This invention describes a system that helps people manage their health and wellness. It uses a wearable device to track physical activity and other health-related data. Based on this data, and considering factors like environment or social context, it calculates a personalized activity score and then recommends specific activities to the user at appropriate times. The recommendation is generated in advance of when the activity should be performed.
Why it matters: In 2012, sophisticated wearable devices and the software to process their data for personalized, context-aware recommendations were still emerging. Today, advanced, affordable wearables and mature machine learning capabilities make building such a system far more feasible and powerful.
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