DocumentCode :
2282081
Title :
Architecture design of IT education platform based on web mining
Author :
Liu Shengjian ; Wu Xiaoning
Author_Institution :
Lab. of Informatization Res., Xi´an Mil. Acad., Xi´an, China
Volume :
4
fYear :
2011
fDate :
10-12 June 2011
Firstpage :
61
Lastpage :
65
Abstract :
With the rapid development of information technology (IT), IT education has also become a life-long education. The web-based network education has been emerging as one of the most promising IT education models. After analyzing the present problems of existing web-based IT education platform (ITEP), this paper briefly discusses the major characteristics of web mining technology, gives the architecture designs of ITEP based on web usage mining(WUM). This architecture could not only meet the need of IT personalized education through providing personalized learning function and resources, but also provides some solutions and means of improvement of ITEP. The experimental result indicates that this architecture design is feasible. The success of the educational web mining work needs future work in order to design a intelligent educational platform.
Keywords :
Internet; computer aided instruction; computer science education; continuing professional development; data mining; IT education platform; IT personalized education; Web mining; Web usage mining; Web-based network education; information technology; life-long education; personalized learning function; personalized learning resource; Algorithm design and analysis; Databases; Education; Knowledge engineering; Servers; Web mining; Education platform; Personalized learning; Web mining; Web usage mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-8727-1
Type :
conf
DOI :
10.1109/CSAE.2011.5952804
Filename :
5952804
Link To Document :
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