• DocumentCode
    2039809
  • Title

    Text preprocessing using Enhanced Intelligent Dictionary Based Encoding (EIDBE)

  • Author

    Shanmugasundaram, Senthil ; Lourdusamy, Robert

  • Author_Institution
    Dept. of Comput. Sci., Bharathiar Univ. Coimbatore, Coimbatore, India
  • Volume
    3
  • fYear
    2011
  • fDate
    8-10 April 2011
  • Firstpage
    451
  • Lastpage
    455
  • Abstract
    Intelligent Dictionary Based Encoding (IDBE), an encoding strategy offers higher compression ratios and rate of compression. Transforming text into some intermediate form by using IDBE is the basic philosophy of this compression technique. It is observed that a better compression is achieved by using IDBE as the preprocessing stage for the BWT based compressor. This paper aims at developing such a new and advanced technique called "Enhanced Intelligent Dictionary Based Encoding (EIDBE)". This approach is used in conjunction with BWT and is a dictionary based lossless reversible transformation that can be applied to a source text to improve existing or backend algorithm\´s ability to compress. EIDBE achieves better compression at the preprocessing stage and enough redundancy is retained for the compression algorithms to get better results. The experimental results of this compression method are also analysed.
  • Keywords
    data compression; dictionaries; encoding; text analysis; transforms; BWT based compressor; Burrows Wheeler transform; enhanced intelligent dictionary based encoding; text preprocessing; Compression algorithms; Conferences; Data compression; Dictionaries; Encoding; IEEE Computer Society; Transforms; BWT; Data Compression; Decompression; Dictionary methods; LIPT; Lossless transformation; Star encoding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics Computer Technology (ICECT), 2011 3rd International Conference on
  • Conference_Location
    Kanyakumari
  • Print_ISBN
    978-1-4244-8678-6
  • Electronic_ISBN
    978-1-4244-8679-3
  • Type

    conf

  • DOI
    10.1109/ICECTECH.2011.5941833
  • Filename
    5941833