DocumentCode
2226763
Title
Research on Data Preprocessing Process in the Web Log Mining
Author
Peng, Sumian ; Cheng, Qingqing
Author_Institution
Sch. of Econ. & Adm., Beijing Jiaotong Univ., Beijing, China
fYear
2009
fDate
26-28 Dec. 2009
Firstpage
942
Lastpage
945
Abstract
Data Preprocessing is the first key link of a Web log mining. Data preprocessing results will have a direct impact on the behind affairs conducted by the transaction identification, the path analysis, the model founded. This paper makes some exploration and attempt in data preprocessing. It conducts a detailed study of preprocessing process in Web log mining from the aspect of data cleaning, user identification, session identification, path completion and transaction identification and soon.
Keywords
Internet; data mining; program processors; Web log mining; data cleaning; data preprocessing process; path analysis; path completion; session identification; transaction identification; user identification; Cleaning; Data engineering; Data mining; Data preprocessing; Data warehouses; Information science; Network servers; Permission; Web pages; Web server;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Engineering (ICISE), 2009 1st International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-4909-5
Type
conf
DOI
10.1109/ICISE.2009.942
Filename
5455291
Link To Document