Mobile phone sensors and supervised machine learning to identify alcohol use events in young adults: Implications for just-in-time adaptive interventions

Keyphrases

• Older Adults 100%
• High-risk Drinking 100%
• Alcohol Use 100%
• Supervised Machine Learning 100%
• Mobile Phone Sensors 100%
• Just-in-time Adaptive Intervention (JITAI) 100%
• Alcohol Consumption 40%
• Sensor Data 40%
• Low Risk 40%
• Machine Learning Models 40%
• Non-drinking 40%
• Detection Method 20%
• Nontreatment Seeking 20%
• Accurate Model 20%
• Mobile Intervention 20%
• Historical Data 20%
• Mobile Phone 20%
• Just-in-time 20%
• Real-time Detection 20%
• Data Learning 20%
• Random Forest Regression 20%
• Heavy Drinkers 20%
• Alcohol-related Trauma 20%
• Timely Delivery 20%
• Call Duration 20%
• Device Usage 20%
• Typing Speed 20%
• Activity Devices 20%
• Mobile Phone Sensor Data 20%

Psychology

• Alcohol Abuse 100%
• Mobile Phones 100%
• Learning Model 50%

Medicine and Dentistry

• Alcohol Consumption 100%