Automated learning of decision rules for text categorization
ACM Transactions on Information Systems (TOIS)
The nature of statistical learning theory
The nature of statistical learning theory
Machine Learning
Hierarchical classification of Web content
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
Introduction to Bayesian Networks
Introduction to Bayesian Networks
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Machine Learning
A Comparative Study on Feature Selection in Text Categorization
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text Categorization
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
On the algorithmic implementation of multiclass kernel-based vector machines
The Journal of Machine Learning Research
Kernel Methods for Pattern Analysis
Kernel Methods for Pattern Analysis
Opening the legal literature portal to multilingual access
DCMI '04 Proceedings of the 2004 international conference on Dublin Core and metadata applications: metadata across languages and cultures
A comparison of methods for multiclass support vector machines
IEEE Transactions on Neural Networks
Resource Discovery in a European Spatial Data Infrastructure
IEEE Transactions on Knowledge and Data Engineering
Linking legal sources in a shared web environment
DCMI '06 Proceedings of the 2006 international conference on Dublin Core and Metadata Applications: metadata for knowledge and learning
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Retrieval of legal information and in particular of legal literature is examined in conjunction with the creation of the Portal to Italian legal doctrine developed by the Institute of Theory and Techniques of Legal Information (ITTIG) of the National Research Council of Italy. Subject searching is a major requirement for Italian legal literature users and a solution is described for the retrieval of legal literature's resources. Such solution is based on the exploitation of Dublin Core metadata for both data coming from structured repositories and for web documents, as well as the use of a controlled vocabulary list prepared for accessing indexed articles of the DoGi -- Dottrina Giuridica database. Technical specifications are illustrated as well as advantages and limitations of such solution.