Smartphone health care applications are widely used to support weight management and broader lifestyle improvement. However, many existing apps primarily emphasize dietary tracking and feedback, while offering relatively few personalized features aimed specifically at promoting physical activity. This gap is notable given that regular physical activity is a cornerstone of long-term health maintenance.
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