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The Research On Data Mining In Personalized Web-Teaching Platform

Posted on:2006-05-06Degree:MasterType:Thesis
Country:ChinaCandidate:H B YangFull Text:PDF
GTID:2167360152486794Subject:Computer applications
Abstract/Summary:PDF Full Text Request
It is a kind of esteem to human to realize personalized instruction.Everybody is special. Ignoring the difference of people and disregarding the particularity of students not only disaccord with ethics, but also contravene the aims of education.The Data Ming technology of AI systems to which personalized instruction systems provides the foundation for constructing student model and personalizes different student service, so it is one of the emphases of the paper.The web-based teaching system based on Data mining technologies offered one of the realizations of personalized web-teaching platform. And how to analyse data of student and construct effective dada mining model is a key problem for such systems and thus it becomes my paper's focus research content. And based on this principle, the problem of constructing student model boils down to the analysis of the records of student's behavior.This paper is comprised of five chapters mainly:First chapter:it has explained the research background of the thesis and themeaning of researching.Second chapter: theory foundation, including education theory and Data Mining technology theory.Third chapter: related theory and the technological difficulty of personalizaed web-based teaching platform, including application of CRM in this paper.Fourth chapter: the design of a teaching decision support system, especially every fuction models.Fifth chapter: It has introduced design of three data ming models in detail including :Student model,Teaching policy model and Knowledge point model...
Keywords/Search Tags:Data Mining, Student Model, Knowledge Representation, Personalized Learning System, Instructional Technology, Data Warehouse
PDF Full Text Request
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