Summarization as Feature Selection for Text Categorization

  title={Summarization as Feature Selection for Text Categorization},
  author={Aleksander Kolcz and Vidya Prabakarmurthi and Jugal K. Kalita},
We address the problem of evaluating the effectiveness of summarization techniques for the task of document categorization. It is argued that for a large class of automatic categorization algorithms, extraction-based document categorization can be viewed as a particular form of feature selection performed on the full text of the document and, in this context, its impact can be compared with state-of-the-art feature selection techniques especially devised to provide good categorization… CONTINUE READING
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