Web log mining based on improved FCM clustering algorithm
Zhijun Wang, Runjing Zhou · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2010
In view of more iterative times, longer convergence time and lower accuracy of Fuzzy C-Means (FCM) clustering algorithm, an improved FCM (IFCM) clustering algorithm is put forward. After data preprocessing of web log, fuzzy clustering to the web log data is adopted with the help of IFCM clustering algorithm. It can provide foundation and help for the subsequent web page optimization and personalization services.