Modeling Relation Paths for Knowledge Graph Completion

IEEE Transactions on Knowledge and Data Engineering(2021)

引用 118|浏览343
暂无评分
摘要
Knowledge graphs (KG) often encounter knowledge incompleteness. The path reasoning that predicts the unknown path relation between pairwise entities based on existing facts is one of the most promising approaches to the knowledge graph completion. However, most conventional path reasoning methods exclusively consider the entity description included in fact triples, ignoring both the type informati...
更多
查看译文
关键词
Cognition,Semantics,Noise measurement,Data models,Data mining,Neural networks,Encyclopedias
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要