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The effectiveness of this method is validated through a specific case study in Nanjing, providing new technical support for future intelligent urban design.Speaker: Yuyue HUANG (Southeast University) 598 AI-Driven Multimodal Data Fusion for Automated Ontology Construction: Methods and Smart Manufacturing Case Study Ontology technology plays a vital role in information management within the fields of architecture, engineering, and construction