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Research on Data Mining Technology in Education Website Construction

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成果类型:
期刊论文
作者:
Zhang, Ci-Zhen;Liu, Hean
通讯作者:
Zhang, C.-Z.
作者机构:
[Zhang, Ci-Zhen] Pubic Courses Department, Xiangnan University, Chenzhou 423000, China
[Liu, Hean] Network Information Center, Hunan City University, Yiyang 413000, China
语种:
英文
期刊:
International Journal of Digital Content Technology and its Applications
ISSN:
1975-9339
年:
2012
卷:
6
期:
22
页码:
222-230
机构署名:
本校为其他机构
院系归属:
信息与电子工程学院
摘要:
For weaknesses of a fixed structure and no personalization at the current remote education website, this paper uses the Web mining technology, extracts the server Web log of the website as the data source, finds the expected location of the target pages from the user access transaction sequences by using FEL and CRLL algorithm and generates the recommended link list according to the rule of minimal "Back" time, so the website can be changed according to the certain rule. This paper constructs a personalization Web system to predict Web page access and recommend contents by using user clusterin...

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