• DocumentCode
    1585719
  • Title

    An artificial neural network approach to text document summarization in the Kannada language

  • Author

    Jayashree, R. ; Srikanta Murthy, K. ; Anami, Basavaraj S.

  • Author_Institution
    Dept. of Comput. Sci., PES Inst. of Technol., Bangalore, India
  • fYear
    2013
  • Firstpage
    45
  • Lastpage
    48
  • Abstract
    The paper discusses a machine learning approach that uses artificial neural networks to produce summaries of arbitrary length text documents. A feed forward neural network, which is also called as back propagation network is trained on a corpus of text documents. The corpus is custom built for this purpose using Kannada web portals.
  • Keywords
    Internet; abstracting; backpropagation; feedforward neural nets; natural language processing; portals; text analysis; Kannada Web portals; Kannada language; arbitrary length text documents; artificial neural network approach; back propagation network training; feed forward neural network training; machine learning approach; text document summarization; Pragmatics; artificial neural network; feed forward neural network; summarization; thematic words; training;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hybrid Intelligent Systems (HIS), 2013 13th International Conference on
  • Conference_Location
    Gammarth
  • Print_ISBN
    978-1-4799-2438-7
  • Type

    conf

  • DOI
    10.1109/HIS.2013.6920415
  • Filename
    6920415