• DocumentCode
    2049456
  • Title

    Natural Language Compression per Blocks

  • Author

    Prochazka, Petr ; Holub, Jan

  • Author_Institution
    Dept. of Theor. Comput. Sci., Czech Tech. Univ. in Prague, Prague, Czech Republic
  • fYear
    2011
  • fDate
    21-24 June 2011
  • Firstpage
    67
  • Lastpage
    75
  • Abstract
    We present a new natural language compression method: Semi-adaptive Two Byte Dense Code (STBDC). STBDC performs compression per blocks. It means that the input is divided into the several blocks and each of the blocks is compressed separately according to its own statistical model. To avoid the redundancy the final vocabulary file is composed as the sequence of the changes in the model of the two consecutive blocks. STBDC belongs to the family of Dense codes and keeps all their attractive properties including very high compression and decompression speed and acceptable compression ratio around 32% on natural language text. Moreover STBDC provides other properties applicable in digital libraries and other textual databases. The compression method allows direct searching on the compressed text, whereas the vocabulary can be used as a block index. STBDC is very easy on limited bandwidth in the client/server architecture. It can send namely single compressed blocks only with corresponding part of the vocabulary. Further STBDC enables various approaches of updating and extending of the compressed text.
  • Keywords
    data compression; natural language processing; statistical analysis; STBDC; dense codes; digital libraries; natural language compression; natural language text; semi adaptive two byte dense code; statistical model; textual databases; vocabulary file; Arrays; Encoding; Indexes; Natural languages; Recycling; Vocabulary; Block indexes; Byte Codes; Natural language compression; Word-based compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression, Communications and Processing (CCP), 2011 First International Conference on
  • Conference_Location
    Palinuro
  • Print_ISBN
    978-1-4577-1458-0
  • Electronic_ISBN
    978-0-7695-4528-8
  • Type

    conf

  • DOI
    10.1109/CCP.2011.25
  • Filename
    6061029