模糊决策树在高校师资管理中的应用-《计算机技术与发展》

文章信息/Info

Title:: Application of Fuzzy Decision Tree in Faculty Management of High Schools

作者:: 姚笑秋¹; 2 何仁刚² 陆秋[3]; [1]华中科技大学计算机科学与技术系[2]浙江海洋学院计算机科学与技术系[3]广西桂林工学院电子与计算机系

Author(s):: YAO Xiao-qiu; HE Ren-gang; LU Qiu; [1]Dept. of Computer Science and Technology, Huazhong University of Science ＆ Technology[2]Dept. of Computer Science and Technology, Zhejiang Ocean University[3]Dept. of Electronics ＆ Computer Sdence, Guilin University of Technology

摘要:: 良好的教师资源是高校持续发展的重要保证。文中分析了当前高校教师资源管理中存在的问题，进而把融合了模糊理论和决策树优点的模糊决策树应用到这一领域；简要介绍了模糊决策树构造思想和Fuzzy ID3决策树学习算法，并将该思想和算法运用于高校师资管理之中，对引起高校教师资源流失的原因进行了初步分析。以若干高校提供的数据为基础的实验表明，本方法产生的分类结果基本符合实际情况，从而也为高校如何解决师资流失问题提供了理论依据

Abstract:: Superior faculty ensures the sustainable development of high schools. By analyzing the problems existing in the faculty management of high schools,tries to apply into this field the fuzzy decision tree that incorporates the excels of both fuzzy theory and fuzzy tree. In this article, thought of fuzzy derision construction and algorithm of fuzzy ID3 decision tree are briefly introduced and then applied to the faculty management of high schools. Consequently, a tentative analysis of the reason causing the loss of teachers in high schools is conducted. The experiment based on the data from a couple of high schools shows that the results reached from this method comply to the facts, so that theoretical evidences are provided for high schools to tackle the problems in faculty management