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Title: :  NOVEL APPROACH FOR TEXT COMPRESSION
PaperId: :  6068
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 4 2017
DUI:    16.0415/IJARIIE-6068
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
PALLAVI PRALHAD SURWADEMET BKC, NASIK
VIJAY B. MOREMET BKC, NASIK

Abstract

COMPUTER ENGINEERING
Data compression, Data distortion, Normalized compression distance, Text mining, Text representation.
Generally, textual data sets are represented by using different models. But, sometimes it does not capture the text arrangement as it is. Vector space model is also recognized as the bag of word model. To represent textual document using vector space model is based on most text mining methods. This model cannot maintain the text structure as it is. Compression distances are the most widely used technique for the purpose of knowledge discovery and mining of data also to improve the performance metric. Compression distance technique is for measuring the similarity between two documents. By applying Distortion technique which is for purpose of destroys the text structure. A distortion technique removes nonrelevant words as well as maintains the text structure. The NCD i.e. normalized compression distance technique gives the structural similarity between text documents. By applying a detailed word removal method clustering accuracy can be enhanced. In proposed system, JPG encoding is the technique that converts text into pixels of an image. The technique to convert text into pixels of an image. JPG encoding technique wherein an image pixel contains the values of RGB. So, it greatly reduces the size of the document. Each pixel value assigns an equivalent English letter of the same byte value where each pixel contains 3 letters. To reduce the size of text documents, For getting the lossless compression, Encodes the text document in term of image format.

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IJARIIE PALLAVI PRALHAD SURWADE, and VIJAY B. MORE. "NOVEL APPROACH FOR TEXT COMPRESSION" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 4 2017 Page 996-1006
MLA PALLAVI PRALHAD SURWADE, and VIJAY B. MORE. "NOVEL APPROACH FOR TEXT COMPRESSION." International Journal Of Advance Research And Innovative Ideas In Education 3.4(2017) : 996-1006.
APA PALLAVI PRALHAD SURWADE, & VIJAY B. MORE. (2017). NOVEL APPROACH FOR TEXT COMPRESSION. International Journal Of Advance Research And Innovative Ideas In Education, 3(4), 996-1006.
Chicago PALLAVI PRALHAD SURWADE, and VIJAY B. MORE. "NOVEL APPROACH FOR TEXT COMPRESSION." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 4 (2017) : 996-1006.
Oxford PALLAVI PRALHAD SURWADE, and VIJAY B. MORE. 'NOVEL APPROACH FOR TEXT COMPRESSION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 4, 2017, p. 996-1006. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/NOVEL_APPROACH_FOR_TEXT_COMPRESSION_ijariie6068.pdf (Accessed : 25 September 2017).
Harvard PALLAVI PRALHAD SURWADE, and VIJAY B. MORE. (2017) 'NOVEL APPROACH FOR TEXT COMPRESSION', International Journal Of Advance Research And Innovative Ideas In Education, 3(4), pp. 996-1006IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/NOVEL_APPROACH_FOR_TEXT_COMPRESSION_ijariie6068.pdf (Accessed : 25 September 2017)
IEEE PALLAVI PRALHAD SURWADE, and VIJAY B. MORE, "NOVEL APPROACH FOR TEXT COMPRESSION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 4, pp. 996-1006, Jul-Aug 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/NOVEL_APPROACH_FOR_TEXT_COMPRESSION_ijariie6068.pdf [Accessed : 25 September 2017].
Turabian PALLAVI PRALHAD SURWADE, and VIJAY B. MORE. "NOVEL APPROACH FOR TEXT COMPRESSION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 4 (25 September 2017).
Vancouver PALLAVI PRALHAD SURWADE, and VIJAY B. MORE. NOVEL APPROACH FOR TEXT COMPRESSION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 25 September 2017]; 3(4) : 996-1006. Available from: http://ijariie.com/AdminUploadPdf/NOVEL_APPROACH_FOR_TEXT_COMPRESSION_ijariie6068.pdf
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