A review: Knowledge reasoning over knowledge graph

作者：

Highlights：

• 147 publications related to knowledge graph reasoning are reviewed.

• The review outlines different knowledge graph reasoning methods.

• The remaining challenges of knowledge graph reasoning and its applications are discussed.

• The review reveals opportunities for future knowledge graph reasoning research.

摘要

•147 publications related to knowledge graph reasoning are reviewed.•The review outlines different knowledge graph reasoning methods.•The remaining challenges of knowledge graph reasoning and its applications are discussed.•The review reveals opportunities for future knowledge graph reasoning research.

论文关键词：Knowledge graph,Reasoning,Rule-based reasoning,Distributed representation-based reasoning,Neural network-based reasoning

论文评审过程：Received 30 April 2019, Revised 8 September 2019, Accepted 10 September 2019, Available online 13 September 2019, Version of Record 18 September 2019.

论文官网地址：https://doi.org/10.1016/j.eswa.2019.112948