Institutional Repository, Institute of Psychology, Chinese Academy of Sciences
Mediating Characteristics of Adolescent Academic Achievement from Big Data Perspective: Exploration and Application of Data Analysis and Computation | |
Jichen, Wang1,2; Yanjun, Wen3; Gen, Kou4; Jun, Li4; Xingli, Zhang1,2 | |
2024 | |
通讯作者邮箱 | jichen, wang ; [email protected] (张兴利) |
会议名称 | 2024 IEEE 7th Eurasian Conference on Educational Innovation: Educational Innovations and Emerging Technologies, ECEI 2024 |
会议录名称 | 2024 IEEE 7th Eurasian Conference on Educational Innovation: Educational Innovations and Emerging Technologies, ECEI 2024 |
页码 | 296-299 |
会议日期 | 2024 |
会议地点 | 不详 |
摘要 | Based on big data, we explored the mediating features of adolescents' academic performance. Using the methods of data analysis and model building, we mined students' personal information, family background, and academic performance. Features such as academic performance were extracted. The model predicted academic performance precisely. The mediating effect analysis results revealed the mediating role of specific features in the model. The results of this study provide information for school management and educational policy-making and help to understand the complex mechanisms of adolescents' academic achievement formation. |
DOI | 10.1109/ECEI60433.2024.10510836 |
收录类别 | EI |
引用统计 | |
文献类型 | 会议论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/47721 |
专题 | 中国科学院心理研究所 |
作者单位 | 1.Institute of Psychology, Chinese Academy of Sciences, Beijing; 100101, China 2.University of Chinese Academy of Sciences, Department of Psychology, Beijing; 100049, China 3.Beijing Ruanqi Technical Co., Ltd, Beijing; 101316, China 4.Cangxi Middle School of Sichuan, Sichuan, 628404, China |
推荐引用方式 GB/T 7714 | Jichen, Wang,Yanjun, Wen,Gen, Kou,et al. Mediating Characteristics of Adolescent Academic Achievement from Big Data Perspective: Exploration and Application of Data Analysis and Computation[C],2024:296-299. |
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