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Title: :  Frequent Item-sets Based on Document Clustering Using k-means Algorithm
PaperId: :  2460
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-2460
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Jainee Shaileshkumar patelL. J. Institute of Engineering and Technology
Krunal PanchalL. J. Institute of Engineering and Technology

Abstract

computer engineering
Text Mining, Text Document, Frequent Item sets, clustering, k-means algorithm
The amount of text data stored in computer repositories is growing every day, we need more than ever a reliable way to assemble or classify text documents. Clustering can provide a means of introducing some form of organization to the data, which can also serve to highlight significant patterns and trends. Document clustering is used in many fields such as data mining and information retrieval. Text clustering is the method of combining text or documents which are similar and dissimilar to one another. In several text tasks, this text mining is used such as extraction of information and concept/entity, summarization of documents, modeling of relation with entity, categorization/classification and clustering. Frequent item sets for text clustering we measure the mutual overlap of frequent sets with respect to the sets of supporting documents.

Citations

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IJARIIE Jainee Shaileshkumar patel, and Krunal Panchal. "Frequent Item-sets Based on Document Clustering Using k-means Algorithm" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 1927-1934
MLA Jainee Shaileshkumar patel, and Krunal Panchal. "Frequent Item-sets Based on Document Clustering Using k-means Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 1927-1934.
APA Jainee Shaileshkumar patel, & Krunal Panchal. (2016). Frequent Item-sets Based on Document Clustering Using k-means Algorithm. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 1927-1934.
Chicago Jainee Shaileshkumar patel, and Krunal Panchal. "Frequent Item-sets Based on Document Clustering Using k-means Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 1927-1934.
Oxford Jainee Shaileshkumar patel, and Krunal Panchal. 'Frequent Item-sets Based on Document Clustering Using k-means Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 1927-1934. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Frequent_Item_sets_Based_on_Document_Clustering_Using_k_means_Algorithm_ijariie2460.pdf (Accessed : ).
Harvard Jainee Shaileshkumar patel, and Krunal Panchal. (2016) 'Frequent Item-sets Based on Document Clustering Using k-means Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 1927-1934IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Frequent_Item_sets_Based_on_Document_Clustering_Using_k_means_Algorithm_ijariie2460.pdf (Accessed : )
IEEE Jainee Shaileshkumar patel, and Krunal Panchal, "Frequent Item-sets Based on Document Clustering Using k-means Algorithm," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 1927-1934, May-Jun 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/Frequent_Item_sets_Based_on_Document_Clustering_Using_k_means_Algorithm_ijariie2460.pdf [Accessed : ].
Turabian Jainee Shaileshkumar patel, and Krunal Panchal. "Frequent Item-sets Based on Document Clustering Using k-means Algorithm." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 ().
Vancouver Jainee Shaileshkumar patel, and Krunal Panchal. Frequent Item-sets Based on Document Clustering Using k-means Algorithm. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(3) : 1927-1934. Available from: http://ijariie.com/AdminUploadPdf/Frequent_Item_sets_Based_on_Document_Clustering_Using_k_means_Algorithm_ijariie2460.pdf
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