Adaptive Hypermedia systems are becoming more important in our everyday activities and
users are expecting more intelligent services from them. The key element of a generic …

Web personalization is the process of customizing a Web site to the needs of specific users,
taking advantage of the knowledge acquired from the analysis of the user's navigational …

In this chapter we present an overview of Web personalization process viewed as an
application of data mining requiring support for all the phases of a typical data mining cycle …

In this paper, we present a complete framework and findings in mining Web usage patterns
from Web log files of a real Web site that has all the challenging aspects of real-life Web …

This article provides a survey of the available literature on fuzzy Web mining. The different
aspects of Web mining, like clustering, association rule mining, navigation, personalization …

The human immune system can be seen as a complex network structure that is able to
respond to an almost unlimited multitude of foreign invaders such as viruses and bacteria …

The ability of an adaptive hypermedia system to create tailored environments depends
mainly on the amount and accuracy of information stored in each user model. One of the …

In this paper, we introduce a new algorithm for clustering and aggregating relational data
(CARD). We assume that data is available in a relational form, where we only have …

SUMMARY OF THE INVENTION A system and method for facilitating personalization of
applications based on anticipation of users interests are described. In one preferred …

User profiling is a fundamental task in Web personalization. Fuzzy clustering is a valid
approach to derive user profiles by capturing similar user interests from Web usage data …