Application of a Modified Fuzzy ART Network to User Classification for Internet Content Provider

Internet has entered the age led by ICP (Internet Content Provider). Helping users to locate relevant information in an efficient manner is very important both to users and to ICP services. This paper presents a new approach that employs a modified fuzzy ART network to group users dynamically based on their Web access patterns. Such a user clustering method should be performed prior to ICPs as the basis to provide personalized service. The experimental results of this clustering technique show the promise of our system.