文章基本信息

标题：An Overview of Pre-processing Techniques in Web usage Mining
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作者：J. Soonu Aravindan ; Dr. K. Vivekanandan
期刊名称：International Journal of Computer Trends and Technology
电子版ISSN：2231-2803
出版年度：2017
卷号：48
期号：1
页码：41-44
DOI：10.14445/22312803/IJCTT-V48P110
出版社：Seventh Sense Research Group
摘要：WWW (World Wide Web) is a huge repository of web pages and links. Enormous amount of web data is being generated every day. User accessed websites are recorded as a web log file, which may contain noisy & ambiguous data which may affect the results of the mining process. So there is a necessity to preprocess the web data before extracting knowledge from web log files. Web Usage Mining is the area of data mining dealing with discovery and analysis of usage patterns from web data in order to improve web based applications. This paper mainly focuses on the Major steps followed in Data PreProcessing Stage in Web usage mining.
关键词：Web Usage Mining; Data Pre-processing; Web logs.