• DocumentCode
    1795936
  • Title

    Automatic multi-document summarization for Indonesian documents using hybrid abstractive-extractive summarization technique

  • Author

    Yapinus, Glorian ; Erwin, Alva ; Galinium, Maulahikmah ; Muliady, Wahyu

  • Author_Institution
    Fac. of Eng. & Inf. Technol., Swiss German Univ., Tangerang, Indonesia
  • fYear
    2014
  • fDate
    7-8 Oct. 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper discusses the development of multi-document summarization for Indonesian documents by using hybrid abstractive-extractive summarization approach. Multi-document summarization is a technology that able to summarize multiple documents and present them in one summary. The method used in this research, hybrid abstractive-extractive summarization technique, is a summarization technique that is the combination of WordNet based text summarization (abstractive technique) and title word based text summarization (extractive technique). After an experiment with LSA as the comparison method, this research method successfully generated a well-compressed and readable summary with a fast processing time.
  • Keywords
    document handling; natural language processing; Indonesian documents; LSA; WordNet based text summarization; automatic multidocument summarization; hybrid abstractive-extractive summarization technique; title word based text summarization; Economics; Educational institutions; Electrical engineering; Feature extraction; Hybrid power systems; Information technology; Semantics; Abstractive Technique; Extractive Technique; Indonesian Documents; Multi-Document Summarization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Electrical Engineering (ICITEE), 2014 6th International Conference on
  • Conference_Location
    Yogyakarta
  • Print_ISBN
    978-1-4799-5302-8
  • Type

    conf

  • DOI
    10.1109/ICITEED.2014.7007896
  • Filename
    7007896