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
A personalized recommender system based on web usage mining and decision tree induction
FREE-DOWNLOAD YH Cho, JK Kim… – Expert Systems with Applications, 2002 – A personalized product recommendation is an enabling mechanism to overcome information overload occurred when shopping in an Internet marketplace. Collaborative filtering has been known to be one of the most successful recommendation methods, but its application to e-