DocumentCode
3132581
Title
The Study on the Preprocessing in Web Log Mining
Author
Shu-yue, Ma ; Wen-cai, Liu ; Shuo, Wang
Author_Institution
Coll. of Inf., Jiu Jiang Univ., Jiu Jiang, China
fYear
2011
fDate
8-9 Oct. 2011
Firstpage
315
Lastpage
317
Abstract
According to the Web log mining, the site administrators can control the network traffic and understand the user access modes. Then they can further improve the performance of Web systems and optimize the system design of Web sites by using these information. However, the Web log data doesn´t perform the data mining directly in most cases because of the messy and redundant content and other reasons. This paper analyzes the data pre-processing on Web log in order to meet the needs of data mining. At the same time, it also puts forward some reasonable processing means.
Keywords
Internet; data mining; Web log mining; Web site; data mining; data preprocessing; user access mode; Cleaning; Data mining; Educational institutions; IP networks; Web servers; Web log mining; data cleaning; transaction identification segmentation; user identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Knowledge Acquisition and Modeling (KAM), 2011 Fourth International Symposium on
Conference_Location
Sanya
Print_ISBN
978-1-4577-1788-8
Type
conf
DOI
10.1109/KAM.2011.90
Filename
6137644
Link To Document