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Publication Detail
A genetic graph-based clustering approach to biomedical summarization
  • Publication Type:
    Conference
  • Authors:
    Menéndez HD, Plaza L, Camacho D
  • Publication date:
    10/07/2013
  • Published proceedings:
    ACM International Conference Proceeding Series
  • ISBN-13:
    9781450318501
  • Status:
    Published
Abstract
Summarization techniques have become increasingly important over the last few years, specially in biomedical research, where information overload is major problem. Researchers of this area need a shorter version of the texts which contains all the important information while discarding irrelevant one. There are several applications which deal with this problem, however, these applications are sometimes less informative than the user needs. This work deals with this problem trying to improve a summarization graph-based process using genetic clustering techniques. Our automatic summaries are compared to those produced by several commercial and research summarizers, and demonstrate the appropriateness of using genetic techniques in automatic summarization. Copyright © 2013 ACM.
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