Please use this identifier to cite or link to this item:
https://has.hcu.ac.th/jspui/handle/123456789/3770
Title: | Discussion on Individualized Teaching Strategies of International Chinese Education Based on Data Mining |
Authors: | Shuai Yu Zhiwen Zhang Kaili Kang Lin Lin Zhu Xiao Min Jiang Liaodong University. College of Humanities and Education UCSI University. Faculty of Social Sciences and Liberal Arts Shenyang Zhongshan Private School, Liaoning (China) Huachiew Chalermprakiet University. College Of Chinese Studies Huachiew Chalermprakiet University. College Of Chinese Studies |
Keywords: | International schools โรงเรียนนานาชาติ Data mining เหมืองข้อมูล Teaching การสอน Learning behavior พฤติกรรมการเรียน |
Issue Date: | 2024 |
Citation: | Artificial Intelligence for Future Society. AIS 2024. Learning and Analytics in Intelligent Systems, vol 41. Springer, Cham. |
Abstract: | The purpose of this study is to explore personalized teaching strategies for international Chinese education based on data mining technology. By analyzing the data of students' learning behavior, the paper first divides students into different learning groups, including primary, intermediate and advanced learners. According to the characteristics and needs of different learning groups, corresponding personalized teaching strategies are put forward, including increasing interesting and interactive teaching activities, designing challenging learning tasks, providing advanced learning resources and challenging tasks. In addition, through the mining of association rules, the relationship between learning behaviors is found, which provides scientific basis and reference for the formulation of personalized teaching strategies. This study is of great significance for improving the teaching quality and effect of international Chinese education, and provides new ideas and methods for the innovation and development of education and teaching. |
Description: | สามารถเข้าถึงบทความฉบับเต็ม (Full text) ได้ที่ : https://link.springer.com/chapter/10.1007/978-3-031-69457-8_52 |
URI: | https://has.hcu.ac.th/jspui/handle/123456789/3770 |
Appears in Collections: | College Of Chinese Studies - Artical Journals |
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Discussion-on-Individualized-Teaching-Strategies .pdf | 73.11 kB | Adobe PDF | View/Open |
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