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
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