Automated indexing of Internet stories for health behavior change: weight loss attitude pilot study.
Ramesh ManuvinakurikeWayne F VelicerTimothy W BickmorePublished in: Journal of medical Internet research (2014)
Personal stories of health behavior change can be harvested from the Internet and used directly and automatically in interventions to affect participant attitudes, such as self-efficacy for changing behavior. Such approaches have the potential to provide highly tailored interventions that maximize engagement and retention with minimal intervention development effort.
Keyphrases
- health information
- weight loss
- mental health
- healthcare
- public health
- social media
- physical activity
- randomized controlled trial
- human health
- bariatric surgery
- machine learning
- deep learning
- smoking cessation
- health promotion
- roux en y gastric bypass
- body mass index
- insulin resistance
- climate change
- single cell
- weight gain