Construction of a large-scale maritime element semantic schema based on knowledge graph models for unmanned automated decision-making
In maritime logistics optimization, considerable research efforts are focused on the extraction of deep behavioral characteristics from comprehensive shipping data to discern patterns in maritime vessel behavior.The effective linkage of these characteristics with maritime infrastructure, such as berths, is critical for the enhancement of ship navig