DocumentCode
2037516
Title
Exploration on Web Usage Mining and its Application
Author
Dong, DeMin
Author_Institution
Sch. of Economic & Manage., ShaoXing Univ., Shaoxing
fYear
2009
fDate
23-24 May 2009
Firstpage
1
Lastpage
4
Abstract
Along with the deepening development of e-commerce, it becomes important to know the user access mode. Through Web usage mining, the server log, registration information and other relative information left by user access can be mined with the user access mode which will provide foundation for decision-making of organizations. This paper proposes a SQL Server2000 based Web usage mining solution and illustrates with authentic examples on how to use DTS, T-SQL and other tools under SQL Server2000 to realize data transfer, data cleansing, user recognition, session recognition and other data pre-processing work, and illustrates on how to use Online Analysis and Process (OLAP) as well as Data Mining (DM) under SQL Server2000 as to realize mode discovery and mode analysis. This thesis is aimed at exploring a visual Web usage mining method.
Keywords
SQL; Web sites; data mining; decision making; electronic commerce; OLAP; SQL Server2000; Web usage mining; data cleansing; data transfer; decision making; e-commerce; online analysis process; registration information; server log; session recognition; user access mode; Data mining; Delta modulation; Educational institutions; File servers; Government; Internet; Performance analysis; Stress; Turning; Uniform resource locators;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-3893-8
Electronic_ISBN
978-1-4244-3894-5
Type
conf
DOI
10.1109/IWISA.2009.5072860
Filename
5072860
Link To Document