A Prompting Framework for GPT-Based Twitter/X User Classification in the Context of Disasters

Abstract

AbstractDuring disasters, social media users from diverse social groups share information, concerns, and perspectives on X (formerly Twitter), amassing critical disaster resilience knowledge. Effective user classification is essential for facilitating ...Practical ApplicationsThis study proposes a prompting framework, the TSSGC, to classify Twitter/X users into disaster-related social groups using only usernames and descriptions. This minimal-data approach alleviates the need for extensive user ...