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| 学生综合素质评估的层次贝叶斯网络聚类方法 | |
| 引用本文： | 李兰春,王双成,王辉.学生综合素质评估的层次贝叶斯网络聚类方法[J].东北师大学报(自然科学版),2011,43(3):49-53. |
| 作者姓名： | 李兰春 王双成 王辉 |
| 作者单位： | 1. 上海立信会计学院外语学院,上海,201620 2. 上海立信会计学院数学与信息学院,上海,201620 3. 中央民族大学信息工程学院,北京,100081 |
| 基金项目： | 国家自然科学基金资助项目(60675036); 教育部人文社科基金资助项目(10YJA630154); 上海市教委重点学科建设项目(J51702),上海市教委科研创新重点项目(09zz202) |
| 摘 要： | 针对学生综合素质评估特点和现有评估方法存在的问题,建立了学生综合素质评估的层次朴素贝叶斯网络聚类方法,这种方法不需要许多例子,甚至在没有例子的情况下也能够进行规则提炼和预测.实验结果显示,层次朴素贝叶斯网络聚类方法具有良好的预测准确性,这将使基于层次朴素贝叶斯网络聚类的学生综合素质评估更加可靠. |
| 关 键 词： | 学生综合素质评估 指标体系 层次朴素贝叶斯网络 聚类 |
The clustering method of hierarchical naive Bayesian network for student comprehensive quality assessment |
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| LI Lan-chun,WANG Shuang-cheng,WANG Hui.The clustering method of hierarchical naive Bayesian network for student comprehensive quality assessment[J].Journal of Northeast Normal University (Natural Science Edition),2011,43(3):49-53. | |
| Authors: | LI Lan-chun WANG Shuang-cheng WANG Hui |
| Institution: | LI Lan-chun1,WANG Shuang-cheng2,WANG Hui3(1.School of Foreign Studies,Shanghai Lixin University of Commerce,Shanghai 201620,China,2.School of Mathematics and Information,3.School of Information Engineering,The Central University for Nationalities,Beijing 100081,China) |
| Abstract: | The student comprehensive quality assessment is one effective way for testing student overall level of development.A hierarchical naive Bayesian network clustering method is developed for student comprehensive quality assessment based on the features of student comprehensive quality assessment and the problems in existing assessment methods.This method not need many examples.Even if no example,it can also extracte rules and do prediction.The experimental results show that the method has very good prediction... |
| Keywords: | student comprehensive quality assessment assessment hierarchical naive Bayesian network clustering |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |