Applied Mathematics and Nonlinear Sciences
Journal license

Journal

Applied Mathematics and Nonlinear Sciences


Volume
& Issue

Volume 8, Issue 2


Published
on

November 22, 2023


Pages


DOI

Article

Design of a Knowledge Graph-based Interactive English Teaching Platform for College Students


Authors

Pengwei Liu Affiliation:
School of Foreign Languages, Chifeng University, Chifeng, Inner Mongolia, 024000, China.


Abstract

In this paper, we first studied the construction technology of knowledge graphs, used the BERT model for named entity recognition, extracted the Relationship between different entities through semantic analysis, and stored the database based on table structure and graph structure. Then, the knowledge graph technology is utilized to construct the English interactive teaching platform, and modules such as online classroom, operation and maintenance management, and database are designed to clarify the process of English interactive teaching. Finally, a comparative analysis was conducted to study the effects of English interactive teaching on students’ performance, teaching satisfaction, and classroom behavior. The results show that chi-squared=18.276, df=3, p-value=0.000656, p<0.001, the difference in students’ achievement after using interactive teaching is obvious. The mean value of classroom silence behavior is distributed below 20%, which indicates that interactive teaching is effective. This study has important reference significance for the design and development of interactive teaching platforms in colleges and universities.


Keywords

BERT model, Entity recognition, Semantic analysis, Knowledge graph, Interactive English language teaching, 97C70


Citation

Liu, P. (2023). Design of a knowledge graph-based interactive english teaching platform for college students. Applied Mathematics and Nonlinear Sciences, 8(2). https://doi.org/10.2478/amns.2023.2.01213

Published by: Engineering Journals

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