数据挖掘技术在高校教师评价体系中的应用  

Application of Data Mining Technology in Evaluation Indexes System of University Teachers

作　　者：彭高辉[1] 梁杰生[1] 

机构地区：[1]华北水利水电学院,河南郑州450011

出　　处：《华北水利水电学院学报》2009年第4期110-112,共3页North China Institute of Water Conservancy and Hydroelectric Power

基　　金：河南省社科联调研项目(SKL-2008-1041)

摘　　要：为了实现对高校教师考核的定量评价,建立了教师质量评价指标体系,通过对高校教学管理系统中的数据进行统计、分析,确定评价指标,并将数据挖掘技术引入评价体系,分别运用优序比较法和主成分分析法对指标进行量化分析,并通过关联规则分析了该评价体系的科学性与合理性.In order to realize the quantitative evaluation of university teachers′ evaluation,the evaluation indexes system of university teacher was set up,according to the statistics and analysis based on the data of college teaching management system,the evaluation indexes were confirmed,and data mining technology was introduced to the evaluation system,priority order comprision method and principal component analysis method were used to analyze indexes quantitatively,the association rules are used to analyze the evaluation system＇s scientific and reasonable characteristics.

关 键 词：高校教师评价 关联规则 优序比较法 主成分分析 

分 类 号：TP311.51[自动化与计算机技术—计算机软件与理论]