Interdisciplinary Curriculum Design and Quasi-Experimental AI-Study of Junior High School History from the Perspective of Core Competencies
- DOI
- 10.2991/978-94-6463-574-4_71How to use a DOI?
- Keywords
- quasi-experimental; AI; Core Competencies; History Education
- Abstract
This study investigates the development and quasi-experimental testing of an interdisciplinary curriculum in junior high school history education, viewed through the lens of core competencies and enhanced with deep learning technologies, specifically large language models. The primary objective is to evaluate the effectiveness of embedding core competencies—critical thinking, collaboration, communication, and creativity—within the history curriculum, and to extend these competencies using AI-driven analytical tools to boost students’ interdisciplinary insights and skills. Utilizing a quasi-experimental design, the study compared an experimental group, which engaged in the AI-enhanced interdisciplinary curriculum, to a control group that followed the traditional history curriculum. Data were gathered via pre- and post-intervention assessments, which included measures of academic performance, student surveys on engagement and perception, and qualitative interviews. The introduction of deep learning tools facilitated more sophisticated analysis and application of historical data, encouraging a more dynamic interaction with the material. Key findings demonstrate that students participating in the interdisciplinary curriculum significantly improved their ability to integrate and apply historical knowledge across various disciplines, showing superior core competencies relative to the control group. These results underline the potential of integrating sophisticated XLNet Model in curriculum design to foster enhanced educational outcomes in junior high school history education.
- Copyright
- © 2024 The Author(s)
- Open Access
- Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.
Cite this article
TY - CONF AU - Fangfang Liu AU - Yiyun Wang AU - Zeyu Zhang AU - Linkai Zhu AU - Guang Li PY - 2024 DA - 2024/11/21 TI - Interdisciplinary Curriculum Design and Quasi-Experimental AI-Study of Junior High School History from the Perspective of Core Competencies BT - Proceedings of the 4th International Conference on Internet, Education and Information Technology (IEIT 2024) PB - Atlantis Press SP - 622 EP - 628 SN - 2667-128X UR - https://doi.org/10.2991/978-94-6463-574-4_71 DO - 10.2991/978-94-6463-574-4_71 ID - Liu2024 ER -