Towards identifying leading indicators of smoking cessation attempts from social media

Understanding when and why people choose to attempt smoking cessation can provide guidance for targeted intervention and public health campaign strategies. Online social networks provide a real-time, open ended data source with which to explore these questions. This paper presents preliminary methods and results to identify social media messages that are leading indicators of smoking cessation attempts.