Brian Al Afwan Izhar

TLINGA: A Local-First Urban Intelligence Framework for Social Media Signal-to-Action Recommendation

Citizen aspirations are important inputs for responsive local governance, yet formal complaint channels require structured reporting, while conventional social-media monitoring often focuses only on sentiment and trends. This paper proposes TLINGA, a Local-First Urban Intelligence Framework that transforms naturally ex...