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
Link To Document :
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