<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>With the development of Chinese international education, the construction of Chinese culture teaching resources has become a priority. This study uses knowledge mapping technology to optimize Chinese culture teaching resources in Chinese international education and improve the usability and efficiency of teaching resources. The study adopts a top-down approach to construct a knowledge graph of Chinese culture teaching resources, covering named entity identification, relationship extraction and knowledge meta-extraction. BERT and BiLSTM techniques are used for feature extraction, text encoding, and conditional random field algorithm for knowledge meta-extraction and relationship mining. The experimental results show that the information utilization rate of intelligent retrieval of teaching resources using this knowledge graph is 82.67% and shows good adaptability in applications between different geographical regions. In addition, through comparative experiments, the proposed method in this study performs better than the traditional method in improving the utilization efficiency of teaching resources. This study proves the effectiveness and practicality of knowledge mapping in constructing Chinese culture teaching resources in Chinese international education.</p>
</abstract>

With the development of Chinese international education, the construction of Chinese culture teaching resources has become a priority. This study uses knowledge mapping technology to optimize Chinese culture teaching resources in Chinese international education and improve the usability and efficiency of teaching resources. The study adopts a top-down approach to construct a knowledge graph of Chinese culture teaching resources, covering named entity identification, relationship extraction and knowledge meta-extraction. BERT and BiLSTM techniques are used for feature extraction, text encoding, and conditional random field algorithm for knowledge meta-extraction and relationship mining. The experimental results show that the information utilization rate of intelligent retrieval of teaching resources using this knowledge graph is 82.67% and shows good adaptability in applications between different geographical regions. In addition, through comparative experiments, the proposed method in this study performs better than the traditional method in improving the utilization efficiency of teaching resources. This study proves the effectiveness and practicality of knowledge mapping in constructing Chinese culture teaching resources in Chinese international education.

The Establishment of Chinese Culture Teaching Resources by Knowledge Graph Applied to Chinese International Education

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

With the development of Chinese international education, the construction of Chinese culture teaching resources has become a priority. This study uses...

The Establishment of Chinese Culture Teaching Resources by Knowledge Graph Applied to Chinese International Education

Published Online: Feb 26, 2024

Page range: -

Received: Jan 12, 2024

Accepted: Jan 20, 2024

DOI: https://doi.org/10.2478/amns-2024-0555

Keywords
Knowledge mapping, Chinese international education, Chinese culture teaching resources, Intelligent retrieval of teaching resources

© 2023 Jing Li, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

The Establishment of Chinese Culture Teaching Resources by Knowledge Graph Applied to Chinese International Education

Published Online: Feb 26, 2024

Page range: -

Received: Jan 12, 2024

Accepted: Jan 20, 2024

DOI: https://doi.org/10.2478/amns-2024-0555

KeywordsKnowledge mapping, Chinese international education, Chinese culture teaching resources, Intelligent retrieval of teaching resources

© 2023 Jing Li, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Knowledge mapping, Chinese international education, Chinese culture teaching resources, Intelligent retrieval of teaching resources