Font Size: a A A

Application Research Of Data Mining Technology In Intelligent Remote Teaching System

Posted on:2011-04-06Degree:MasterType:Thesis
Country:ChinaCandidate:L W ZhengFull Text:PDF
GTID:2178360302973599Subject:Software engineering
Abstract/Summary:PDF Full Text Request
With the rapid development of information technology networks, the study of intelligent remote teaching system receives more and more attention. The intelligent remote teaching system is a comprehensive multi-discipline issues. This paper studies the data mining technology in the application of Distance Education System, Distance education system are able to organize educational content targeted according to the specific circumstances of the students.The main contents of this paper including:1) Summarized the development of domestic and international remote teaching system. And analysis and research of the constructivist theory of the guiding role to intelligent tutoring system. The purpose is to further improve the system, and from the perspective of intelligence and education to improve the system's utility;2) Introduced the basic theory of intelligent tutoring system-related which involved in the papers, discussed knowledge base module in intelligent remote teaching system, student module, teacher module and human-machine interface module. Describes the key technology of intelligent tutoring system framework design representation and knowledge base;3) Discussed the concepts of data mining, data mining of the basic processes, tasks, common methods and characteristics;4) C4.5 algorithm is described in detail, and do data mining to intelligent tutoring system, come to a decision on curriculum decision tree, which is instructive for students Elective.
Keywords/Search Tags:data mining, intelligent teaching, web mining, C4.5 algorithm
PDF Full Text Request
Related items