基于改进Apriori算法的学生成绩数据智能管理研究

Yupeng Zhang, Wang Chunfang
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引用次数: 1

摘要

教学管理人员可以利用数据库对学生成绩数据进行深度挖掘综合分析,进一步提高教育教学管理水平,并使用改进的Apriori相关算法进行课程间的相关分析。潍坊职业学院学生上英语课、电脑课和计算机课。年级考试成绩用作挖掘对象。改进的Apriori相关算法结果表明,计算机年级考试成绩与计算课程成绩和英语成绩密切相关,为教务教学安排提供了科学合理的建议。提高教育教学质量,做好决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Intelligent Management of Student Achievement Data Based on Improved Apriori Algorithm
Teaching management personnel can use the database to deeply mine the comprehensive analysis of student performance data, further improve the level of education and teaching management, and use the improved Apriori correlation algorithm to conduct correlation analysis between courses. Students in Weifang Vocational College English lessons, computer lessons and computers. The grade test scores are used as mining objects. The improved Apriori correlation algorithm results show that the computer grade test scores are closely related to the calculated course scores and English scores, and scientific and rational suggestions are provided for the teaching arrangement of academic affairs. Improve the quality of education and teaching and make good decisions.
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