Automated knowledge extraction from marine accident reports using large language models: Graph construction and evaluation
Yujie Huang, Ran Yan, Zhipeng Zhang
Topics & Concepts
Computer scienceKnowledge graphAutomationPipeline (software)Knowledge extractionQuality (philosophy)Redundancy (engineering)ScalabilityInformation overloadDomain knowledgeInformation extractionData scienceRisk analysis (engineering)Knowledge modelingDomain (mathematical analysis)GraphData qualityData miningKnowledge-based systemsDecision support systemAccident analysisVulnerability assessmentEmergency managementGeneral knowledgeVisualizationWarning systemMaritime Navigation and SafetyAdvanced Graph Neural NetworksTopic Modeling