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What is Mobile Sensors Detecting Alcohol Use about?

This study evaluates the use of mobile phone sensor data and machine learning to detect alcohol use events in young adults, aiming to enhance just-in-time interventions for reducing alcohol consumption. The research involved 38 participants who used the AWARE app to collect sensor data and report their drinking habits over 28 days, with findings indicating that a Random Forest model could accurately classify high-risk drinking periods 90.9% of the time. The results suggest that sensor data can effectively i

Author

enzolacerda.med

Language

EN