| 基于成绩库的远程学习者流失预测决策树的应用研究 |
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| 引用本文： | 周锐,朱祖林.基于成绩库的远程学习者流失预测决策树的应用研究[J].安庆师范学院学报(自然科学版),2009,15(2):46-50. |
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| 作者姓名： | 周锐 朱祖林 |
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| 作者单位： | 安徽广播电视大学,安徽,合肥,230022;合肥工业大学,计算机与信息学院,安徽,合肥,230009;安徽广播电视大学,安徽,合肥,230022 |
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| 摘 要： | 通过对远程学习者成绩数据库的挖掘分析，建立了基于成绩库的远程学习者流失预测决策树。这种方法获得的决策树模型预测命中率和预测覆盖率均具有比较好的精度，可以用来探测、发现学习者成绩与学习者流失之间的潜在关系，为远程教育院校的学生保持工作提供数据警示。
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| 关 键 词： | 决策树 流失预测 数据挖掘 |
Studying on the Application of Decision Tree for Forecasting the Loss of Distance Learners Based on the Results Database |
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| ZHOU Rui,ZHU Zu-lin.Studying on the Application of Decision Tree for Forecasting the Loss of Distance Learners Based on the Results Database[J].Journal of Anqing Teachers College(Natural Science Edition),2009,15(2):46-50. |
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| Authors: | ZHOU Rui ZHU Zu-lin |
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| Institution: | 1;2;1.Ahui Radio & TV Universitiy;Hefei 230022;2.School of Computer and Information;Hefei University of Technology;Hefei 230009;China |
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| Abstract: | Based on the achievements of learners database mining analysis,we establish a decision tree of loss prediction. This approach is obtained by the decision tree model and the prediction of percentage of hits in the coverage are relatively good accuracy,which can be used to detect and found that learner achievement and the potential relationship among the loss of school for distance education students to maintain the work of institutions to provide data warning. |
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| Keywords: | decision tree the loss of forecasting data mining |
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