| 基于模糊聚类的决策树算法在教学质量评价中的应用 |
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| 引用本文： | 刘光洁,王文永,吴登峰,黄文博,吴延东.基于模糊聚类的决策树算法在教学质量评价中的应用[J].东北师大学报(自然科学版),2009,41(3). |
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| 作者姓名： | 刘光洁 王文永 吴登峰 黄文博 吴延东 |
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| 作者单位： | 刘光洁,吴登峰,黄文博(长春师范学院计算机系,吉林,长春,130032);王文永(东北师范大学软件学院,吉林,长春,130117);吴延东(吉林省水文水资源局,吉林,长春,130000) |
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| 基金项目： | 吉林省重点高新技术项目 |
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| 摘 要： | 以目前的高等学校教育为平台,就如何将数据挖掘技术与教学质量评价相结合的问题进行了研究.通过教学质量评价指标体系的有效挖掘,运用模糊聚类的决策树技术来解决目前教学质量评价中的不合理性,提出基于模糊聚类的决策树法的教学质量评价方法,使教学质量评价公平、公正、合理、高效.
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| 关 键 词： | 数据挖掘 决策树 教学质量评价 |
The application study of the decision tree AND fuzzy clustering algorithm on the teaching quality evaluation |
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| LIU Guang-jie,WANG Wen-yong,WU Deng-feng,HUANG Wen-bo,WU Yan-dong.The application study of the decision tree AND fuzzy clustering algorithm on the teaching quality evaluation[J].Journal of Northeast Normal University (Natural Science Edition),2009,41(3). |
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| Authors: | LIU Guang-jie WANG Wen-yong WU Deng-feng HUANG Wen-bo WU Yan-dong |
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| Affiliation: | LIU Guang-jie1,WANG Wen-yong2,WU Deng-feng1,HUANG Wen-bo1,WU Yan-dong3(1.Department of Computer,Changchun Normal College,Changchun 130032,China,2.College of Software,Northeast Normal University,Changchun 130117,3.Bureau of Hydrology , Water Resource of Jilin Province,Changchun 130000,China) |
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| Abstract: | Currently,effective and scientific methods lack in the field of the school teaching quality evaluation,which results in unreasonable phenomenon.The paper attempts to carry on related analysis and research of combining the data mining technique with teaching quality evaluation by mining valid teaching quality evaluation index sign system,making full use of the decision tree technique to solve the unreasonableness of the teaching quality evaluation and putting forward technical method for teaching quality eva... |
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| Keywords: | decision tree fuzzy clustering algorithm teaching quality evaluation |
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