Shanqi Zhang

Exploring the potential of large language models for public participation in urban redevelopment planning

Public participation is essential to human-centered urban planning, yet existing approaches often struggle to translate dispersed public opinions into clear and discussable preference expressions. This limits substantive deliberation between public preferences and expert knowledg...