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Title: :  Automatic Extraction of Algorithms From Text Articles Using Keyword With Multi Word Alignment Model
PaperId: :  8204
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 2 2018
DUI:    16.0415/IJARIIE-8204
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
P.PavithraNandha Engineering College
M.ParvathiNandha Engineering College

Abstract

Computer Science & Engineering
Scholarly Documents,Data Mining, Classification, TF-IDF, K-Mean Clustering, Statistical Mean Validation.
In this paper Identifying and extracting separate informative entities from scholarly documents is an operating area of research . For algorithm discovery in digital documents, and described a method for automatic detection of pseudo-codes (PCs) in Computer Science publications . Our aim is to apply data mining techniques, along with Term Frequency-Inverse Document Frequency (TF-IDF), to automatically classify relevant words which describe an influencing relationship between success factors. Statistical mean and K-Means clustering is used to retrieve appropriate documents. This shows the experimental analysis and results to find the optimal data mining workflow for the classification task. Cluster validation technique is applied to cross validate the K-Means clustering document. Finally, the experimental results K-Means clustering is providing better results when compared to Statistical mean.

Citations

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IJARIIE P.Pavithra, and M.Parvathi. "Automatic Extraction of Algorithms From Text Articles Using Keyword With Multi Word Alignment Model" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 2 2018 Page 3851-3857
MLA P.Pavithra, and M.Parvathi. "Automatic Extraction of Algorithms From Text Articles Using Keyword With Multi Word Alignment Model." International Journal Of Advance Research And Innovative Ideas In Education 4.2(2018) : 3851-3857.
APA P.Pavithra, & M.Parvathi. (2018). Automatic Extraction of Algorithms From Text Articles Using Keyword With Multi Word Alignment Model. International Journal Of Advance Research And Innovative Ideas In Education, 4(2), 3851-3857.
Chicago P.Pavithra, and M.Parvathi. "Automatic Extraction of Algorithms From Text Articles Using Keyword With Multi Word Alignment Model." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 2 (2018) : 3851-3857.
Oxford P.Pavithra, and M.Parvathi. 'Automatic Extraction of Algorithms From Text Articles Using Keyword With Multi Word Alignment Model', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 2, 2018, p. 3851-3857. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Automatic_Extraction_of_Algorithms_From_Text_Articles_Using_Keyword_With_Multi_Word_Alignment_Model_ijariie8204.pdf (Accessed : ).
Harvard P.Pavithra, and M.Parvathi. (2018) 'Automatic Extraction of Algorithms From Text Articles Using Keyword With Multi Word Alignment Model', International Journal Of Advance Research And Innovative Ideas In Education, 4(2), pp. 3851-3857IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Automatic_Extraction_of_Algorithms_From_Text_Articles_Using_Keyword_With_Multi_Word_Alignment_Model_ijariie8204.pdf (Accessed : )
IEEE P.Pavithra, and M.Parvathi, "Automatic Extraction of Algorithms From Text Articles Using Keyword With Multi Word Alignment Model," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 2, pp. 3851-3857, Mar-App 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/Automatic_Extraction_of_Algorithms_From_Text_Articles_Using_Keyword_With_Multi_Word_Alignment_Model_ijariie8204.pdf [Accessed : ].
Turabian P.Pavithra, and M.Parvathi. "Automatic Extraction of Algorithms From Text Articles Using Keyword With Multi Word Alignment Model." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 2 ().
Vancouver P.Pavithra, and M.Parvathi. Automatic Extraction of Algorithms From Text Articles Using Keyword With Multi Word Alignment Model. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : ]; 4(2) : 3851-3857. Available from: http://ijariie.com/AdminUploadPdf/Automatic_Extraction_of_Algorithms_From_Text_Articles_Using_Keyword_With_Multi_Word_Alignment_Model_ijariie8204.pdf
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