Research on Celadon Knowledge Map Construction Based on Ontology

Libraly Journal ›› 2024, Vol. 43 ›› Issue (395): 91-100.

Research on Celadon Knowledge Map Construction Based on Ontology

Zhou Dongyan1, Gao Lufang1, Wu Yanfang2, Yu Jinhui3, Zhang Hao4, Xiao Gang5 (1 College of Art and Communication, China Jiliang University； 2 School of Materials Science and Engineering, Zhejiang University; 3 Zhejiang Provincial Musume; 4 College of Computer Science and Technology、College of Software, Zhejiang University of Technology; 5 College of Mechanical and Electrical Engineering, China Jiliang University)

Online:2024-03-15 Published:2024-04-01
About author:Zhou Dongyan1, Gao Lufang1, Wu Yanfang2, Yu Jinhui3, Zhang Hao4, Xiao Gang5 (1 College of Art and Communication, China Jiliang University； 2 School of Materials Science and Engineering, Zhejiang University; 3 Zhejiang Provincial Musume; 4 College of Computer Science and Technology、College of Software, Zhejiang University of Technology; 5 College of Mechanical and Electrical Engineering, China Jiliang University)

Abstract

Abstract:

Based on the ontology knowledge graph construction, we classify and study the characteristics of celadon cultural relics and knowledge of celadon cultural relics, improve the knowledge links in the field of celadon cultural relics, solve the problems of weak knowledge association, low retrieval efficiency and poor resource sharing in the field of celadon research, and thus promote the dissemination and application of celadon cultural heritage. The ontology model of celadon is constructed by using Protege ontology development software, the entity and relationship extraction of celadon data sources is combined with natural language processing tools, and the knowledge graph construction is completed with the help of Neo4j graph database. Finally, the celadon knowledge graph is established, and the inference and application demonstration of the celadon ontology knowledge graph are completed. The study shows that the ontology-based celadon knowledge graph achieves the storage requirements and knowledge links of the underlying data of celadon cultural relics, and also provides a reference for the construction of knowledge graphs of other ceramic cultural relics.

Zhou Dongyan, Gao Lufang, Wu Yanfang, Yu Jinhui, Zhang Hao, Xiao Gang ( College of Art and Communication, China Jiliang University, School of Materials Science and Engineering, Zhejiang University, Zhejiang Provincial Musume, College of Computer Science and Technology、College of Software, Zhejiang University of Technology, College of Mechanical and Electrical Engineering, China Jiliang University). Research on Celadon Knowledge Map Construction Based on Ontology[J]. Libraly Journal, 2024, 43(395): 91-100.

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