| C4．5决策树法在高校奖学金评定中的应用 |
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| 引用本文： | 马伟杰.C4．5决策树法在高校奖学金评定中的应用[J].河南工程学院学报（自然科学版）,2012,24(2):57-60. |
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| 作者姓名： | 马伟杰 |
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| 作者单位： | 郑州航空工业管理学院计算机科学与应用系,河南郑州,450015 |
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| 基金项目： | 郑州航空工业管理学院青年基金项目 |
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| 摘 要： | 奖学金是提高高校学生学习积极性的一种手段，采用先进的人工智能技术对学生的成绩进行智能评价和预测．已成为一个新兴的交叉研究领域．采用C4-5决策树算法构建奖学金评定系统，挖掘学生成绩和奖学金等级关系的历史数据．建立学习成绩一奖学金等级智能评价模型．实验仿真发现，C4-5决策树算法的分类预测效果较为理想．
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| 关 键 词： | C4-5算法 决策树 高校奖学金评定 |
Application of C4.5 algorithm on scholarship assessment of university |
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| MA Wei-jie.Application of C4.5 algorithm on scholarship assessment of university[J].Journal of Hennan Institute of Engineering(Natural Science Edition),2012,24(2):57-60. |
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| Authors: | MA Wei-jie |
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| Affiliation: | MA Wei-jie(Department of Computer Science and Application,Zhengzhou Institute of Aeronautic Industry Management,Zhengzhou 450015,China) |
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| Abstract: | Intelligent evaluation for scholarship is a way which can improve college students’ learning enthusiasm.Intelligent evaluation and prediction by artificial intelligence technology becomes a new crossover study field.Intelligent evaluation model for scholarship based on C4.5 decision tree algorithm is established through the historical data of achievement and scholarship.Through the experiment discovery,the results of experiments demonstrated that C4.5 decision tree algorithm can obtain good results of classification. |
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| Keywords: | C4 5 algorithm decision tree scholarship assessment of university |
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