A Study on the Use of Genetic Programming for Automatic Text Summarization

Created by W.Langdon from gp-bibliography.bib Revision:1.3949

@InProceedings{Nguyen:2012:KSE,
  author =       "Nguyen Quang Uy and Pham Tuan Anh and 
                 Truong Cong Doan and Nguyen Xuan Hoai",
  title =        "A Study on the Use of Genetic Programming for
                 Automatic Text Summarization",
  booktitle =    "The Fourth International Conference on Knowledge and
                 Systems Engineering, KSE 2012",
  year =         "2012",
  editor =       "Hung Dang-Van and Jeff Sanders",
  pages =        "93--98",
  address =      "Danang, Vietnam",
  month =        "17-19 " # aug,
  keywords =     "genetic algorithms, genetic programming, Internet,
                 Vietnamese news documents, automatic text
                 summarisation, document information extraction,
                 information retrieval, text analysis",
  DOI =          "doi:10.1109/KSE.2012.10",
  size =         "6 pages",
  abstract =     "Text summarisation is the process of identifying and
                 extracting the most vital information in a document. It
                 has been seen as an effective method for dealing with
                 increasing amount of information on the Internet
                 nowadays. In this paper, we present an application of
                 Genetic Programming to the problem of Automatic Text
                 Summarization. Genetic Programming was used to evolve
                 the function that ranks the sentences in a document
                 based on their importance. The summary was extracted by
                 selecting the sentences that have the highest rankings.
                 The experiment was conducted on a number of Vietnamese
                 news documents. The result showed that the summaries
                 created by Genetic Programming are better than those
                 created by a number of statistic based methods and even
                 by human (non-experts).",
  notes =        "http://www.dut.edu.vn/kse2012/programme.html

                 also known as \cite{6299404}",
}

Genetic Programming entries for Quang Uy Nguyen Pham Tuan Anh Truong Cong Doan Nguyen Xuan Hoai

Citations