. "11320" . "10.1016/j.ipm.2011.02.008" . "D\u011Bdek, Jan" . . . "Vomlelov\u00E1, Marta" . "Vojt\u00E1\u0161, Peter" . . . . "000303223600005" . . "Fuzzy ILP Classification of web reports after linguistic text mining"@en . "Fuzzy ILP Classification of web reports after linguistic text mining"@en . "3"^^ . . "P(GAP202/10/0761), P(GD201/09/H057), S, Z(MSM0021620838)" . "3"^^ . "In this paper we study the problem of classification of textual web reports. We are specifically focused on situations in which structured information extracted from the reports is used for classification. We present an experimental classification system based on usage of third party linguistic analyzers, our previous work on web information extraction, and fuzzy inductive logic programming (fuzzy ILP). A detailed study of the so-called 'Fuzzy ILP Classifier' is the main contribution of the paper. The study includes formal models, prototype implementation, extensive evaluation experiments and comparison of the classifier with other alternatives like decision trees, support vector machines, neural networks, etc."@en . "Fuzzy ILP Classification of web reports after linguistic text mining" . . "Fuzzy ILP Classification of web reports after linguistic text mining" . . "[95807D4AED23]" . . "In this paper we study the problem of classification of textual web reports. We are specifically focused on situations in which structured information extracted from the reports is used for classification. We present an experimental classification system based on usage of third party linguistic analyzers, our previous work on web information extraction, and fuzzy inductive logic programming (fuzzy ILP). A detailed study of the so-called 'Fuzzy ILP Classifier' is the main contribution of the paper. The study includes formal models, prototype implementation, extensive evaluation experiments and comparison of the classifier with other alternatives like decision trees, support vector machines, neural networks, etc." . . . . . "48" . . "Information Processing and Management" . . "RIV/00216208:11320/12:10100152!RIV13-GA0-11320___" . "3" . . . "Machine learning; Natural language processing; Information extraction; Inductive logic programming; Fuzzy"@en . . . . "GB - Spojen\u00E9 kr\u00E1lovstv\u00ED Velk\u00E9 Brit\u00E1nie a Severn\u00EDho Irska" . "RIV/00216208:11320/12:10100152" . "13"^^ . "137596" . . . "http://dx.doi.org/10.1016/j.ipm.2011.02.008" . "0306-4573" .