Extraction of topic evolution from references in scientific articles and its GPU acceleration

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  • Latent topic transitions are extracted from linked documents as a single transition matrix between latent topics.
  • The paper has been accepted as a short paper for CIKM 2012.
    • The original long version of the paper is available at here.
  • This is a joint work with Prof. Atsuhiro Takasu in NII.