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基于Logit模型的教育评估系统构建及应用分析

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针对现有教育评估模型评价指标覆盖面小、评估精度不足等问题,文中提出构建基于Logit模型的教育评估系统.首先根据评估的对象和范围,将教育评估体系分为四类,再根据目标导向等原则设计评估指标体系;随后,对数据进行预处理,并对自变量进行赋值操作,使其更贴合建模要求;最后基于Logit模型构建教育评估及成绩预测系统.将文中所提模型应用于浙江一所高中进行实证,结果表明,基于Logit模型的教育评估系统具有较好的应用效果,能够评估指标和影响因素同教学评估结果之间的关系,并提供科学的评估和预测结果.
Construction and application analysis of education evaluation system based on Logit model
To address the problems of small coverage of evaluation indicators and insufficient evaluation ac-curacy of existing education evaluation models,a construction method of education evaluation system based on Logit model is proposed.Firstly,according to the object and scope of evaluation,the education evalua-tion system is divided into four categories,and then the evaluation index system is designed according to the principle of goal orientation.Subsequently,the data are preprocessed,and the independent variables are assigned to make them more in line with the modeling requirements.Finally,the education evaluation and performance prediction system is constructed based on Logit model.The model is applied to a high school in Zhejiang Province.The results show that the education evaluation system based on Logit model has a good application effect,which can evaluate the relationship between indicators and influencing factors and teach-ing evaluation results,and provide scientific evaluation and prediction results.

Logit modeleducation evaluation systemteacher evaluationstudent performance predic-tionindicator system design

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上海杉达学院规划与科技处,上海 201209

马来西亚敦胡先翁大学职业技术教育学院,马来西亚柔佛州84600

Logit模型 教育评估系统 师资评估 学生成绩预测 指标体系设计

2024

信息技术
黑龙江省信息技术学会 中国电子信息产业发展研究院 中国信息产业部电子信息中心

信息技术

CSTPCD
影响因子:0.413
ISSN:1009-2552
年,卷(期):2024.(10)