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Research on the Construction of Knowledge Graph of Education Big Data with Multi-source Data

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• Volume 10,Issue 2, Mar. 2023

Year:

2023

Type of Publication:

Article

Keywords:

Knowledge Graph, Education Big Data, Data Processing, Big Data, BILSTM

Authors:

• Ren, Zhiwen
• Liu, Jiashan
• Zhang, Shanwen

Journal:

IJIRES

Volume:

10

Number:

2

Pages:

93-98

Month:

March

ISSN:

2349-5219

BibTex:

@article{1980, author = "Zhiwen Ren and Jiashan Liu and Shanwen Zhang", abstract = "With the advent of the computer age, education has also entered the development path of informatization and intelligence, and education is a national plan. Wisdom education has attracted more and more attention. The knowledge graph in the field of education is the cornerstone of wisdom education, and the intelligence of education cannot be separated from the knowledge graph of education. Taking the construction of educational knowledge graph as the goal, this paper puts forward the construction method of educational knowledge graph with multi-source data from the technologies of data acquisition, data processing, entity extraction, entity connection and integration. The construction of educational knowledge graph is a key step of educational informatization and the basic work of educational intelligence.", issn = "23495219", journal = "IJIRES", keywords = "Knowledge Graph, Education Big Data, Data Processing, Big Data, BILSTM", month = "March", number = "2", pages = "93-98", title = "{R}esearch on the {C}onstruction of {K}nowledge {G}raph of {E}ducation {B}ig {D}ata with {M}ulti-source {D}ata", volume = "10", year = "2023", }

Abstract:

With the advent of the computer age, education has also entered the development path of informatization and intelligence, and education is a national plan. Wisdom education has attracted more and more attention. The knowledge graph in the field of education is the cornerstone of wisdom education, and the intelligence of education cannot be separated from the knowledge graph of education. Taking the construction of educational knowledge graph as the goal, this paper puts forward the construction method of educational knowledge graph with multi-source data from the technologies of data acquisition, data processing, entity extraction, entity connection and integration. The construction of educational knowledge graph is a key step of educational informatization and the basic work of educational intelligence.

Full text: IJIRES_1980_FINAL.pdf Online version [Bibtex]