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
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;
Conference_Titel :
Information Science and Engineering (ICISE), 2009 1st International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4909-5
DOI :
10.1109/ICISE.2009.942