Title :
Application of Web Usage Mining in e-learning Platform
Author :
Li, Xinjin ; Zhang, Sujing
Author_Institution :
Coll. of Teacher Educ., Zhejiang Normal Univ., Jinhua, China
Abstract :
With the development of the network technology and distance education, there has been a lot of e-learning platforms. Web usage mining for e-learning platforms can mine the server logs and the Database to find the users´ usage patterns, to provide users with more personalized services. In this paper, we build a model of e-learning platform with learning resources recommendation based on web usage mining and finally we make use of analog and SQL Server 2005 to mine the log files on the server.
Keywords :
Internet; SQL; data mining; database management systems; distance learning; recommender systems; SQL Server 2005; Web usage mining; database; distance education; e-learning platform; learning resources recommendation; usage patterns; Data mining; Databases; Electronic learning; Knowledge engineering; Servers; Web sites; E-learning; data mining; resource recommendation; web usage mining;
Conference_Titel :
E-Business and E-Government (ICEE), 2010 International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-0-7695-3997-3
DOI :
10.1109/ICEE.2010.353
