Integrating web mining and neural network for personalized e-commerce automatic service
FREE-DOWNLOADPH Chou, PH Li, KK Chen… – Expert Systems with Applications, 2010 This paper illustrates a novel web usage mining approach, based on the sequence mining technique applied to user’s navigation behaviour, to discover patterns in the navigation of websites. Three critical contributions are made in this paper: (1) using the footstep graph to visualize the
Mining web data to create online navigation recommendations
FREE-DOWNLOADJD Velasquez, A Bassi… – … Mining, 2004. ICDM’04. A system to provide online navigation recommendation for web visitors is introduced. We call visitor the anony- mous user, ie, when only data about her/his browsing be- havior (web logs) are available. We first apply clustering techniques over a large sample of web data.
Fuzzy integration of structure adaptive SOMs for web content mining
FREE-DOWNLOAD KJ Kim… – Fuzzy sets and systems, 2004 Since exponentially growing web contains giga-bytes of web documents, users are faced with difficulty to find an appropriate web site. Using profile, information retrieval system can personalize browsing of the web by recommending suitable web sites. User’s evaluation on web