Utilizing Large Language Models to Identify Reddit Users Considering Vaping Cessation for Digital Interventions

arXiv:2404.17607v1 Announce Type: cross
Abstract: The widespread adoption of social media platforms globally not only enhances users' connectivity and communication but also emerges as a vital channel for the dissemination of health-related information, thereby establishing social media data as an invaluable organic data resource for public health research. The surge in popularity of vaping or e-cigarette use in the United States and other countries has caused an outbreak of e-cigarette and vaping use-associated lung injury (EVALI), leading to hospitalizations and …

abstract adoption arxiv communication connectivity cs.ai cs.cl cs.ir cs.lg cs.si data digital health identify information language language models large language large language models media media data platforms public reddit social social media social media data social media platforms type vaping vital