Joint semantics and data-driven path representation for knowledge graph reasoning

Guanglin Niu,Bo Li,Yongfei Zhang,Yongpan Sheng,Chuan Shi,Jingyang Li,Shiliang Pu

Neurocomputing（2022）

引用 8|浏览26

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摘要

•We develop a joint semantics and data-driven path representation for KG reasoning.•A designed entity converter can reduce the heterogeneity between entity and relation.•Experiments verify that our model outperforms baselines on two KG reasoning tasks.

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关键词

Knowledge graph reasoning,Path representation,Horn rules,Entity converting,Joint semantics and data-driven

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