Discovering New Knowledge With Advanced Data Mining Tool
7TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES, PROCEEDINGS(2007)
摘要
In this paper we present the results of an intelligent analysis of database which was gathered during e-learning project called DISNET [1] in which a random sample of around 300 unemployed people collaborated. The intelligent data analysis using advanced methods for decision tree construction was used in order to try to find the main factors that influence a trainee's progress in knowing how to use e-materials. We also analysed how trainee's gender influences on the usage of e-materials.
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关键词
intelligence analysis,support vector machines,data mining,data analysis,knowledge discovery,decision tree,decision trees,random sampling,knowledge based systems,computer science,electronic learning
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