Text categorization using bibliographic recordsbeyond document content

  1. Montejo Ráez, Arturo
  2. Ureña López, Luis Alfonso
  3. Steinberger, Ralf
Zeitschrift:
Procesamiento del lenguaje natural

ISSN: 1135-5948

Datum der Publikation: 2005

Nummer: 35

Seiten: 119-126

Art: Artikel

Andere Publikationen in: Procesamiento del lenguaje natural

Zusammenfassung

This paper studies the use of different sources of information for performing a text classification task. The growing number of digital libraries imposes a review of the available data from those databases. Some experiments applying different base classifiers for a multi-label classifier in the domain of High Energy Physics on several of these possible sources have been carried out. Results show that the use of metadata is almost as good as the full-text version of papers