C4.5: programs for machine learning
C4.5: programs for machine learning
Hypermedia exploration with interactive dynamic maps
International Journal of Human-Computer Studies - Special issue: knowledge-based hypermedia
Middleware: a model for distributed system services
Communications of the ACM
Banking in cyberspace: an investment in itself
IEEE Spectrum - Special issue: electronic money
Decision Tree Induction Based on Efficient Tree Restructuring
Machine Learning
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
A Learning Server for Inducing User Classification Rules in a Digital Library Service
ISMIS '99 Proceedings of the 11th International Symposium on Foundations of Intelligent Systems
Machine Learning + On-line Libraries = IDL
ECDL '97 Proceedings of the First European Conference on Research and Advanced Technology for Digital Libraries
Interacting With IDL: The Adaptive Visual Interface
ECDL '98 Proceedings of the Second European Conference on Research and Advanced Technology for Digital Libraries
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We present improvements to a learning module, the Learning Server, to be exploited in a digital library system for supporting document management tasks as well as for providing a form of user interface adaptivity based on user classification. Indeed, our system is equipped with a web-based environment endowed with visual tools that are thought for improving the interaction of inexperienced users and for supporting experienced users in an effective accomplishment of their retrieval tasks. By logging user interaction, the Learning Server is able to suggest the most suitable interaction tools for each user.