Application and Research of Web Log Mining Based on Fuzzy Clustering
Junjie Yu · Computer Knowledge and Technology · 2006
Web log mining is the most important application in the research field of Web data Mining. This paper does very systematical research on web log mining, including analysis of log file on server and description of data preprocessing, then the paper emphasizes the algorithm of users fuzzy clustering and applies one example to prove the feasibility of fuzzy clustering on web users clustering. Finally, a model of personalized web service is presented, through the mining of the log on Web server, which can find out the users group who has similar interesting and provide personalized recommendation for the users.