Automatic pattern-taxonomy extraction for web mining
FREE-DOWNLOADST Wu, Y Li, Y Xu, B Pham… – 2004 – In this paper, we propose a model for discovering frequent sequential patterns, phrases, which can be used as profile descriptors of documents. It is indubitable that we can obtain numerous phrases using data mining algorithms. However, it is difficult to use these phrases
Mining web navigation path fragments
FREE-DOWNLOADW Gaul… – 2000 E-commerce needs web usage mining that aims at considering different phases of consumer behaviour, extending the focus from classical buying behaviour analysis to data mining of different kinds of con- tacts with (potential) customers. User navigation paths in the web or even
Integrating semantic knowledge with web usage mining for personalization
FREE-DOWNLOADH Dai… – Web Mining: Applications and Techniques, …, 2005 Web usage mining has been used effectively as an approach to automatic personalization and as a way to overcome deficiencies of traditional ap- proaches such as collaborative filtering. Despite their success, such systems, as in more traditional ones, do not take into account