DocumentCode
3226378
Title
Text Pre-processing for Lossless Compression
Author
Batista, Luís ; Alexandre, Luís A.
Author_Institution
Univ. Beira Interior, Covilha
fYear
2008
fDate
25-27 March 2008
Firstpage
506
Lastpage
506
Abstract
Textual data holds a number of properties that can be taken into account in order to improve compression. Pre-processing deals with these properties by applying a number of transformations that make the redundancy "more visible" to the compressor. One of the most commonly used concepts in text pre-processing is called capital conversion. Words with capital letters are converted to their lowercase versions while signaling the change with a flag. This way not only context similarities are increased but also dictionaries used for word replacement only need to contain words in their lowercase versions. Word replacement consists of replacing words with shorter codes which are references to their location in a dictionary.
Keywords
data compression; text analysis; word processing; capital conversion; lossless compression; text preprocessing; textual data; word replacement; Costs; Data compression; Dictionaries; Frequency conversion; Mathematical programming; Mathematics; Testing; Vocabulary; capital conversion; dictionary; lossless compression; text pre-processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Compression Conference, 2008. DCC 2008
Conference_Location
Snowbird, UT
ISSN
1068-0314
Print_ISBN
978-0-7695-3121-2
Type
conf
DOI
10.1109/DCC.2008.78
Filename
4483333
Link To Document