Institutional Repository of Key Laboratory of Mental Health, CAS
Research on Academic Buoyancy Classification Based on Iterative Decision Tree Algorithm | |
Ye, Qiaoling1,2; Zhou, Ting1,2![]() | |
2022 | |
通讯作者邮箱 | ye, qiaoling |
会议名称 | Proceedings of the 4th IEEE Eurasia Conference on IoT, Communication and Engineering 2022 |
会议录名称 | Proceedings of the 4th IEEE Eurasia Conference on IoT, Communication and Engineering 2022, ECICE 2022 |
页码 | 368-372 |
会议日期 | 不详 |
会议地点 | 不详 |
摘要 | The relationship between family risk factors and academic buoyancy has received attention through empirical studies, such as Bad family atmosphere, frequent family conflicts, disharmonious parent-child relationship, etc. Other family factors have an impact on the development of academic buoyancy, but there is less research on its combination characteristics. Based on the actual education scene of a middle school, we first score students' academic buoyancy as the dependent variable and then collect nine types of variables representing family risk factors as independent variables. Then, a classification model between independent and dependent variables is constructed by using the decision tree method. The model provides a guideline for teaching work, and the test result of the model is ideal. |
收录类别 | EI |
语种 | 英语 |
文献类型 | 会议论文 |
条目标识符 | https://ir.psych.ac.cn/handle/311026/44771 |
专题 | 中国科学院心理健康重点实验室 |
作者单位 | 1.Institute of Psychology, Cas Key Laboratory of Mental Health, Beijing, China 2.University of Chinese Academy of Sciences, Department of Psychology, Beijing, China 3.Peking University, School of Health Humanities, Department of Medical Psychology, Beijing, China |
推荐引用方式 GB/T 7714 | Ye, Qiaoling,Zhou, Ting,Ye, Qiaoling. Research on Academic Buoyancy Classification Based on Iterative Decision Tree Algorithm[C],2022:368-372. |
条目包含的文件 | 条目无相关文件。 |
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