C4.5: programs for machine learning
C4.5: programs for machine learning
Rich interaction in the digital library
Communications of the ACM
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
ACM SIGMOD Record
Tailorable information visualization
ACM Computing Surveys (CSUR) - Special issue: position statements on strategic directions in computing research
Practical digital libraries: books, bytes, and bucks
Practical digital libraries: books, bytes, and bucks
Banking in cyberspace: an investment in itself
IEEE Spectrum - Special issue: electronic money
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Dynamic Queries for Visual Information Seeking
IEEE Software
A Graph-Based Framework for Multiparadigmatic Visual Access to Databases
IEEE Transactions on Knowledge and Data Engineering
GUEST EDITOR'S INTRODUCTION: Special Section on Digital Libraries
IEEE Transactions on Knowledge and Data Engineering
Information Capture and Semantic Indexing of Digital Libraries through Machine Learning Techniques
ICDAR '97 Proceedings of the 4th International Conference on Document Analysis and Recognition
Knowledge Revision for Document Understanding
ISMIS '97 Proceedings of the 10th 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
IDL: A Prototypical Intelligent Digital Library Service
AI*IA '97 Proceedings of the 5th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations
VL '96 Proceedings of the 1996 IEEE Symposium on Visual Languages
Computer Graphics and Visualization in the Global Information Infrastructure
IEEE Computer Graphics and Applications
The SOMLib Digital Library System
ECDL '99 Proceedings of the Third European Conference on Research and Advanced Technology for Digital Libraries
Interaction Profiling in Digital Libraries through Learning Tools
ECDL '00 Proceedings of the 4th European Conference on Research and Advanced Technology for Digital Libraries
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IDL (Intelligent Digital Library) is a prototypical intelligent digital library service that is currently being developed at the University of Bari. Among the characterizing features of IDL there are a retrieval engine and several facilities available for the library users. In this paper, we present the web-based visual environment we have developed with the aim of improving the user-library interaction. The IDL environment is equipped with some novel visual tools, that are primarily intended for inexperienced users, who represent most of the users that usually access digital libraries. Machine Learning techniques have been exploited in IDL for document analysis, classification, and understanding, as well as for building a user modeling module, that is the basic component for providing IDL with user interface adaptivity. This feature is also discussed in the paper.