Combining structural and citation-based evidence for text classification

  title={Combining structural and citation-based evidence for text classification},
  author={Baoping Zhang and Marcos Andr{\'e} Gonçalves and Weiguo Fan and Yuxin Chen and Edward A. Fox and P{\'a}vel Calado and Marco Cristo},
This paper discusses how citation-based information and structural content (e.g., title, abstract) can be combined to improve classification of text documents into predefined categories. We evaluate different measures of similarity derived from the citation structure and the structural content of the collection, and determine how they can be fused to improve classification effectiveness. To discover the best fusion framework, we apply Genetic Programming (GP) techniques. Our empirical… CONTINUE READING
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