Construction of an LNG Carrier Port State Control Inspection Knowledge Graph by a Dynamic Knowledge Distillation Method - Gan, Langxiong; Yang, Qihao; Xu, Yi; Mao, Qiongyao; Liu, Chengyong (Journal of marine science and engineering, 2025)
Keywords: Accident investigations; Accuracy; Artificial intelligence; Computational linguistics; Decision making; Deep learning; Distillation; Distilling; dynamic multi-teacher weight allocation; Gas detectors; Graphs; Inspection; Inspections; Knowledge acquisition; knowledge distillation; knowledge graph; Knowledge representation; Labels; Language; Language processing; Liquefied natural gas; Marine transportation; Methods; multilayer soft label fusion; Multilayers; Natural gas; Natural language interfaces; Neural networks; Performance evaluation; port state control inspection; Ports; Recognition; Ship accidents & safety; Shipping industry; Teachers; Traffic accidents & safety; Weight; China