非遗数据资源知识图谱构建与应用——以上林湖越窑青瓷为例
Construction and Application of Knowledge Graph for Intangible Cultural Heritage Data Resources——Taking the Celadon from Shanglinhu Yue Kiln as an Example
蒋斓1
作者信息
- 1. 浙江工商职业技术学院,浙江 宁波 315012
- 折叠
摘要
创新非遗项目数据资源的记录方式、实现知识关联,对提升非遗项目数据资源的社会利用性具有重要意义.因此,可立足浙江上林湖越窑青瓷数据资源,采集相关数据,采用自顶向下的方式设计上林湖越窑青瓷资源知识图谱框架,通过序列标注、机器学习等方法抽取、填充图谱中实体、属性与关系数据,使用Neo4j存储上林湖越窑青瓷资源知识图谱,该图谱能够实现可视化存储、语义检索,并具备一定的拓展功能.从而完成非遗数据资源从数据获取到知识服务的过程,可为非遗数据资源从记录到应用提供数字化方案参考.
Abstract
Innovating the recording method of intangible cultural heritage project data resources and achieving knowledge association are of great significance for enhancing the social utilization of intangible cultural heritage project data resources.This study is based on the data resources of Shanglinhu Yue kiln celadon in Zhejiang Province.Relevant data is collected and a top-down approach is adopted to design a knowledge graph framework for Shanglinhu Yue kiln celadon resources.Entity,attribute and relationship data are extracted and filled in the graph through sequence annotation,machine learning and other methods.Neo4j is used to store the knowledge graph of Shanglinhu Yue kiln celadon resources,which can achieve visual storage,semantic retrieval and has certain expansion functions.This study has realized the process of intangible cultural heritage data resources from data acquisition to knowledge services,which can provide digital reference solutions for intangible cultural heritage data resources from recording to application.
关键词
非遗/知识抽取/知识图谱/上林湖越窑青瓷Key words
intangible cultural heritage/knowledge extraction/knowledge graph/Shanglinhu Yue Kiln Celadon引用本文复制引用
基金项目
宁波市哲学社会科学研究基地课题资助项目(JD6-258)
出版年
2024
NETL
NSTL
万方数据