Intelligent fusion of structural and citation-based evidence for text classification
Zhang, Baoping (College teacher)
Intelligent fusion of structural and citation-based evidence for text classification - p. 667-668
This paper shows different measures of similarity derived from the citation information and the structural contente (e.g., title, abstract) of the collection can be fused to improve classification effectiveness. To discover the best fusion framework, we apply Genetica Programming (GP) techniques. Our experiments with de ACM Computing CLassification Scheme, using documents from de ACM Digial Library, indicate that GP can discover similarity functions superior to those based solely on a single tupe of evidence
Classificação
Algorítmos
Recuperação da informação
025.4.036(063)
Intelligent fusion of structural and citation-based evidence for text classification - p. 667-668
This paper shows different measures of similarity derived from the citation information and the structural contente (e.g., title, abstract) of the collection can be fused to improve classification effectiveness. To discover the best fusion framework, we apply Genetica Programming (GP) techniques. Our experiments with de ACM Computing CLassification Scheme, using documents from de ACM Digial Library, indicate that GP can discover similarity functions superior to those based solely on a single tupe of evidence
Classificação
Algorítmos
Recuperação da informação
025.4.036(063)
