Research of Chinese intangible cultural heritage knowledge graph construction and attribute value extraction with graph attention network

作者：

Highlights：

• We construct a Chinese intangible cultural heritage (ICH) knowledge graph (KG).

• We propose a general ICH KG construction framework.

• We offer a novel ICH attribute value extraction (AVE) model.

• We provide an ICH annotation method through distant supervision.

• The proposed KG construction framework and AVE model can be used in other domains.

摘要

•We construct a Chinese intangible cultural heritage (ICH) knowledge graph (KG).•We propose a general ICH KG construction framework.•We offer a novel ICH attribute value extraction (AVE) model.•We provide an ICH annotation method through distant supervision.•The proposed KG construction framework and AVE model can be used in other domains.

论文关键词：Digital humanity,Intangible cultural heritage,Knowledge graph,Attribute value extraction

论文评审过程：Received 22 June 2021, Revised 15 August 2021, Accepted 5 September 2021, Available online 24 September 2021, Version of Record 24 September 2021.

论文官网地址：https://doi.org/10.1016/j.ipm.2021.102753