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Istituto di Scienza e Tecnologie dell'Informazione     
Lisi F., Straccia U. Can ILP Deal with Incomplete and Vague Structured Knowledge?. Stephen H. Muggleton and Hiroaki Watanabe (eds.). London, UK: World Scientific, Imperial College Press, 2014.
 
 
Abstract
(English)
We sketch the results of our preliminary investigation of the issue of whether ILP can deal with incomplete and vague structured knowledge. More precisely, we provide the ingredients for learning fuzzy DL inclusion axioms with ILP. The resulting method adapts known results in ILP concerning the induction of crisp rules, notably FOIL, to the novel context of ontologies.
URL: http://www.worldscientific.com/doi/abs/10.1142/9781783265091_0021
DOI: 10.1142/9781783265091_0021
Subject Machine Learning
Semantic Web
Fuzzy Logic
I.2.4 Knowledge Representation Formalisms and Methods


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