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

<p>The research on the integration of traditional culture into the teaching of ancient literature courses in colleges and universities is to be able to inherit better and develop traditional Chinese culture. In this paper, the hyperparameters of the XGBoost algorithm are optimized using the sparrow search optimization algorithm in the context of big data, which leads to the SSA-XGBoost analysis model. The basic content, characteristics and contemporary values of traditional culture are analyzed in detail, and the SSA-XGBoost analysis model is used to analyze and demonstrate the teaching principles and methods of the traditional culture integration ancient literature course. From the viewpoint of teaching principles, the intuitive principle has the largest growth rate of 10.99%. In terms of teaching methods, the most popular teaching method was the activity-assisted method, with 41.8%. Thus, teaching traditional culture integrated with ancient literature courses needs to pay attention to the choice of teaching methods and principles to make it more acceptable to students and thus promote the development of traditional culture transmission.</p>
</abstract>

The research on the integration of traditional culture into the teaching of ancient literature courses in colleges and universities is to be able to inherit better and develop traditional Chinese culture. In this paper, the hyperparameters of the XGBoost algorithm are optimized using the sparrow search optimization algorithm in the context of big data, which leads to the SSA-XGBoost analysis model. The basic content, characteristics and contemporary values of traditional culture are analyzed in detail, and the SSA-XGBoost analysis model is used to analyze and demonstrate the teaching principles and methods of the traditional culture integration ancient literature course. From the viewpoint of teaching principles, the intuitive principle has the largest growth rate of 10.99%. In terms of teaching methods, the most popular teaching method was the activity-assisted method, with 41.8%. Thus, teaching traditional culture integrated with ancient literature courses needs to pay attention to the choice of teaching methods and principles to make it more acceptable to students and thus promote the development of traditional culture transmission.

Research on the integration of traditional culture into the teaching of ancient literature courses in colleges and universities in the context of big data

Applied Mathematics and Nonlinear Sciences

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

The research on the integration of traditional culture into the teaching of ancient literature courses in colleges and universities is to be able to inherit...

Research on the integration of traditional culture into the teaching of ancient literature courses in colleges and universities in the context of big data

Published Online: Sep 06, 2023

Page range: -

Received: Nov 12, 2022

Accepted: Mar 17, 2022

DOI: https://doi.org/10.2478/amns.2023.2.00292

Keywords
XGBoost algorithm, Sparrow search algorithm, SSA-XGBoost model, Traditional culture, Ancient literature course

© 2023 Zhenqiang Du, published by Sciendo

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

Research on the integration of traditional culture into the teaching of ancient literature courses in colleges and universities in the context of big data

Published Online: Sep 06, 2023

Page range: -

Received: Nov 12, 2022

Accepted: Mar 17, 2022

DOI: https://doi.org/10.2478/amns.2023.2.00292

KeywordsXGBoost algorithm, Sparrow search algorithm, SSA-XGBoost model, Traditional culture, Ancient literature course

© 2023 Zhenqiang Du, published by Sciendo

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

Keywords
XGBoost algorithm, Sparrow search algorithm, SSA-XGBoost model, Traditional culture, Ancient literature course