Welcome to SMARTS

SMARTS (Social Media based drug Addiction Recovery intervention Targeting web Server) is a web server that utilizes supervised machine learning, natural language processing, and causal analysis techniques to automatically determine high yield responders to drug addiction recovery interventions. SMARTS can further assist the epidemiologists and public health officials in analyzing the sentiment of the posts, identifying the drug, and recovery terms, different topics, and the location information present in the posts of the users. SMARTS is part of our effort to provide publicly available technologies that can be used by epidemiologists to identify individuals open to drug addiction recovery interventions and help curb the opioid epidemic.

Click on the link below to see the video introduction.

Get Started

  • Click on the link below to see detailed explanation of the analysis that can be done using SMARTS.
  • Get started with a tutorial.
  • Click here to view sample results for text based classification (dataset).
  • Click here to view sample results for activity based classification (dataset).
  • Click here to download SMARTS web-server source code.
  • Please be sure to read the instructions in the tutorial before proceeding. Failure to comply with the instructions is likely to result in errors.