A platform for connecting social media data to domain-specific topics using large language models: an application to student mental health.
Leonard RuoccoYuqian ZhuangRaymond NgRichard J MunthaliKristen L HudecAngel Y WangMelissa VereschaginDaniel V VigoPublished in: JAMIA open (2024)
Our platform provides researchers with a readily available and inexpensive tool to parse large quantities of unstructured, noisy data into coherent themes, as well as identifying portions of the data related to the research TOI. While the development process for the platform was focused on mental health themes, we believe it to be generalizable to other domains of research as well.