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
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