Sangmin Jo

LLM-Based Maritime Risk Scenario Generation for Intelligent Vessel Traffic Services

Maritime accident prevention requires timely, interpretable risk assessment that can support operational decision-making in Vessel Traffic Service (VTS) environments. We propose an integrated framework that combines Large Language Models (LLMs) with machine-learning-based risk inference to unify accident risk probabili...