Independent component analysis and rough fuzzy based approach to web usage mining
FREE-DOWNLOAD S Chimphlee, N Salim, MSB Ngadiman… – Proceedings of the …, 2006 Web Usage Mining is that area of Web Mining which deals with the extraction of interesting knowledge from logging information produced by Web servers. A challenge in web classification is how to deal with the high dimensionality of the feature space. In this paper we present
Webframe: In pursuit of computationally and cognitively efficient web mining
FREE-DOWNLOAD T Zheng, Y Niu… – … in Knowledge Discovery and Data Mining, 2002 -The goal of web mining is relatively simple: provide both computationally and cognitively efficient methods for improving the value of information to users of the WWW. The need for computational effi- ciency is well-recognized by the data mining community, which sprung from the
Web usage mining for Web site evaluation
FREE-DOWNLOAD M Spiliopoulou – Communications of the ACM, 2000 – The only information left behind by many users visiting a Web site is the trace through the pages they have accessed. From this data source, the site owner must figure out what the users wanted in the site, what they liked and what disturbed or distracted […]