Partitional clustering experiments with news documents

  • Authors:
  • Arantza Casillas;Mayte González De Lena;Raquel Martínez

  • Affiliations:
  • Dpt. de Electricidad y Electrónica, Facultad de Ciencias, Universidad del País Vasco;Escuela Superior de CC. Experimentales y Tecnología, Universidad Rey Juan Carlos;Escuela Superior de CC. Experimentales y Tecnología, Universidad Rey Juan Carlos

  • Venue:
  • CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
  • Year:
  • 2003

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Abstract

We have carried out experiments in clustering a news corpus. In these experiments we have used two partitional methods varying two different parameters of the clustering tool. In addition, we have worked with the whole document (news) and with representative parts of the document. We have obtained good results working with a representative part of the document. The experiments have been carried out with news in Spanish and Basque in order to compare the results in both languages.