Sub-Project 3(Hyerim Bae): Development of a Knowledge System Methodology for Dynamic Maritime Accident Prediction

Key Research Activities

• Automatic structuring of semi-structured maritime accident documents using OCR and Vision-Language Models
• HyperGraph-based maritime accident knowledge modeling to represent many-to-many relationships
• Construction of a Temporal Knowledge Graph reflecting the progression of accident events
• LLM-RAG integration for maritime accident analysis, prediction, and decision support