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Title: :  DOCUMENT SIMILARITY WITH AUTHOR USING STYLOMETRY
PaperId: :  2787
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2787
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Nutan K BireMatoshree college of Engineering and Research Center

Abstract

Computer engineering
entropy,classifiers,text mining
Similarity measures have been used for document classification and clustering. To calculate similarity measure in two documents with respect to the distinctive attribute the similarity measure takes the following three occurrences: a) The distinctive attribute appears in both documents. b) The distinctive attribute appears in only one document and c) The distinctive attribute appears in none of the documents. In the first occurrence, similarity increases as the dissimilarity between the two documents associated with a present feature decreases. In the first occurrence, similarity decreases when the number of presence-absence features increases. In the second occurrence, a fixed value is contributed to the similarity. In the third occurrence, an absent feature has no contribution to the similarity. Proposed system utilizes TFIDF and Stylometry features which will increase accuracy and Identification of Author. By utilization of NB, ID3 classifiers proper the calculation .This classifiers also employ to test performance.

Citations

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IJARIIE Nutan K Bire. "DOCUMENT SIMILARITY WITH AUTHOR USING STYLOMETRY" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 4512-4517
MLA Nutan K Bire. "DOCUMENT SIMILARITY WITH AUTHOR USING STYLOMETRY." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 4512-4517.
APA Nutan K Bire. (2016). DOCUMENT SIMILARITY WITH AUTHOR USING STYLOMETRY. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 4512-4517.
Chicago Nutan K Bire. "DOCUMENT SIMILARITY WITH AUTHOR USING STYLOMETRY." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 4512-4517.
Oxford Nutan K Bire. 'DOCUMENT SIMILARITY WITH AUTHOR USING STYLOMETRY', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 4512-4517. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/DOCUMENT_SIMILARITY_WITH_AUTHOR_USING_STYLOMETRY_ijariie2787.pdf (Accessed : 10 September 2018).
Harvard Nutan K Bire. (2016) 'DOCUMENT SIMILARITY WITH AUTHOR USING STYLOMETRY', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 4512-4517IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/DOCUMENT_SIMILARITY_WITH_AUTHOR_USING_STYLOMETRY_ijariie2787.pdf (Accessed : 10 September 2018)
IEEE Nutan K Bire, "DOCUMENT SIMILARITY WITH AUTHOR USING STYLOMETRY," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 4512-4517, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/DOCUMENT_SIMILARITY_WITH_AUTHOR_USING_STYLOMETRY_ijariie2787.pdf [Accessed : 10 September 2018].
Turabian Nutan K Bire. "DOCUMENT SIMILARITY WITH AUTHOR USING STYLOMETRY." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 (10 September 2018).
Vancouver Nutan K Bire. DOCUMENT SIMILARITY WITH AUTHOR USING STYLOMETRY. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 10 September 2018]; 2(3) : 4512-4517. Available from: https://ijariie.com/AdminUploadPdf/DOCUMENT_SIMILARITY_WITH_AUTHOR_USING_STYLOMETRY_ijariie2787.pdf
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