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IEAAIE
2004
Springer

Incremental Induction of Classification Rules for Cultural Heritage Documents

10 years 4 months ago
Incremental Induction of Classification Rules for Cultural Heritage Documents
This work presents the application of a first-order logic incremental learning system, INTHELEX, to learn rules for the automatic identification of a wide range of significant document classes and their related components. Specifically, the material includes multi-format cultural heritage documents concerning European films from the 20's and 30's provided by the EU project COLLATE. Incrementality plays a key role when the set of documents is continuously augmented. To ensure that there is no performance loss with respect to classical one-step systems, a comparison with Progol was carried out. Experimental results prove that the proposed approach is a viable solution, for both its performance and its effectiveness in the document processing domain.
Teresa Maria Altomare Basile, Stefano Ferilli, Nic
Added 02 Jul 2010
Updated 02 Jul 2010
Type Conference
Year 2004
Where IEAAIE
Authors Teresa Maria Altomare Basile, Stefano Ferilli, Nicola Di Mauro, Floriana Esposito
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