Multistrategy Learning of Rules for Automated Classification of Cultural Heritage Material (2002)
| Venue: | In Proc of the 5th International Conference on Asian Digital Libraries (ICADL), number 2555 in Lecture Notes in Computer Science |
| Citations: | 1 - 1 self |
BibTeX
@INPROCEEDINGS{Semeraro02multistrategylearning,
author = {G. Semeraro and F. Esposito and S. Ferilli and N. Fanizzi and T. M. A. Basile and N. Di Mauro},
title = {Multistrategy Learning of Rules for Automated Classification of Cultural Heritage Material},
booktitle = {In Proc of the 5th International Conference on Asian Digital Libraries (ICADL), number 2555 in Lecture Notes in Computer Science},
year = {2002},
pages = {182--193},
publisher = {Springer-Verlag}
}
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Abstract
This work presents the application of a new, enhanced version of theincremfi tal learningsystem INTHELEX (INcrem5 tal THEory Learnerfrom EXamr5xC: the learningcom onent in the architecture of the EU project COLLATE, dealing with the annotation of cultural heritage documC ts. Due to thecomx:C shape of the handledmndled5# the addition ofm ultistrategy capabilities was needed toim#: ve the e#ectiveness and e#ciency of the learning process.Som resultsdemlt strating the benefits that the addition of each strategy can bring are also reported.
