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A versatile approach for constructing a domain knowledge graph for culture
Author(s) -
Wei Jingzhu,
Liu Rui
Publication year - 2019
Publication title -
proceedings of the association for information science and technology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.193
H-Index - 14
ISSN - 2373-9231
DOI - 10.1002/pra2.186
Subject(s) - domain knowledge , computer science , knowledge graph , knowledge base , graph , cultural knowledge , knowledge management , construct (python library) , open knowledge base connectivity , flowchart , data science , artificial intelligence , personal knowledge management , theoretical computer science , organizational learning , sociology , programming language , pedagogy
[Question] The construction of cultural knowledge base in digital library is in progress with the development of information technology. However, traditional cultural knowledge bases are facing the problems of high participation of manual operation and monotonous data source. This paper combines knowledge graph, a frontier technology of artificial intelligence, to explore a new method of building high‐quality, automated cultural knowledge base. [Method] Using the experimental method, we selected the knowledge of the Hundred Schools of Thought in ancient China. Because these knowledges are clearly interrelated, it is suitable to construct the knowledge graph of them. The knowledge graph can provide experience for the construction of other cultural knowledge bases. [Conclusion] At present, this paper has preliminarily completed the experimental design of the knowledge graph of the Hundred Schools of Thought, and provided the flowchart of the construction of cultural domain knowledge graph.