Clustering as an approach to support the automatic definition of semantic hyperlinks

  • Authors:
  • José A. Camacho-Guerrero;Alex A. Carvalho;Maria G. C. Pimentel;Ethan V. Munson;Alessandra A. Macedo

  • Affiliations:
  • Innolution Ltda, Ribeirão Preto, Brazil;Innolution Ltda, Ribeirão Preto, Brazil;Universidade de São Paulo, São Carlos, Brazil;University of Wisconsin - Milwaukee, Milwaukee, WI;Universidade de São Paulo, Ribeirão Preto, Brazil

  • Venue:
  • Proceedings of the eighteenth conference on Hypertext and hypermedia
  • Year:
  • 2007

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Abstract

We propose the use of clustering to support the automatic definition of semantic hyperlinks. We present a linking service that relates documents pertaining to a specific cluster created by a clustering process. The results of preliminary experiments are positive and illustrate our contribution in terms of creating hyperlinks considering the homogeneous contents represented by clusters.