A survey of hybrid knowledge reasoning oriented to KG

Yahui Li; Jing Huang; Jiaqi Wang; Wenbin Zhao

doi:10.1117/12.2641006

2 December 2022 A survey of hybrid knowledge reasoning oriented to KG

Yahui Li, Jing Huang, Jiaqi Wang, Wenbin Zhao

Proceedings Volume 12288, International Conference on Computer, Artificial Intelligence, and Control Engineering (CAICE 2022); 122880F (2022) https://doi.org/10.1117/12.2641006
Event: International Conference on Computer, Artificial Intelligence, and Control Engineering (CAICE 2022), 2022, Zhuhai, China

Abstract

Knowledge reasoning is a key technology for constructing knowledge graphs and realizing knowledge graph completion. A single category of reasoning has its own advantages and disadvantages, so hybrid reasoning, which integrates the advantages of multiple single reasoning methods, has become a hot research direction. This paper will briefly introduce the background and definition of hybrid reasoning, introduce the classification of knowledge reasoning oriented to knowledge graph in detail, and then focus on the research progress, future research directions and possible challenges of hybrid reasoning in recent years.

Citation Download Citation

Yahui Li, Jing Huang, Jiaqi Wang, and Wenbin Zhao "A survey of hybrid knowledge reasoning oriented to KG", Proc. SPIE 12288, International Conference on Computer, Artificial Intelligence, and Control Engineering (CAICE 2022), 122880F (2 December 2022); https://doi.org/10.1117/12.2641006

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