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Title: :  MODIFIED K-MEDIOD ALGORITHM OF CLUSTERING FOR WEB USAGE MINING
PaperId: :  2303
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-2303
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sushma kharkarParul institute of engineering and technology,limda
Ankita GandhiParul institute of engineering and technology,limda

Abstract

web mining
Preprocessing, Data cleaning, Modified K-mediod, Web usage mining
World Wide Web is consisting of large amount of information and provides it different kind’s users in server. Due to increasing number of users access the web day by day, there is a need to analyses behavior of such user, in order to monitoring and improving the performance and throughput of website. Web usage mining is one of the parts of data mining applications which dealing with log files and extracting the useful information from web data. There are different phases included in web usage mining: Data pre-processing, discover pattern and pattern analysis. Among all of them data pre-processing is the most crucial and time consuming phase of web usage mining because without good quality of data it is difficult to identify pattern of user’s behavior. Pre-processing technique improves the quality and accuracy of the pattern mining algorithms. The existing system have done the pre-processing activities for reducing the size of the log file and to identify the unique users and sessions but existing system face scalability problem because web data increase day by day. The propose technique reduces the scalability problem and also improve the performance of web usage mining and pre-processing by using modified k-mediod clustering technique.

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IJARIIE Sushma kharkar, and Ankita Gandhi. "MODIFIED K-MEDIOD ALGORITHM OF CLUSTERING FOR WEB USAGE MINING" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 2855-2861
MLA Sushma kharkar, and Ankita Gandhi. "MODIFIED K-MEDIOD ALGORITHM OF CLUSTERING FOR WEB USAGE MINING." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 2855-2861.
APA Sushma kharkar, & Ankita Gandhi. (2016). MODIFIED K-MEDIOD ALGORITHM OF CLUSTERING FOR WEB USAGE MINING. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 2855-2861.
Chicago Sushma kharkar, and Ankita Gandhi. "MODIFIED K-MEDIOD ALGORITHM OF CLUSTERING FOR WEB USAGE MINING." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 2855-2861.
Oxford Sushma kharkar, and Ankita Gandhi. 'MODIFIED K-MEDIOD ALGORITHM OF CLUSTERING FOR WEB USAGE MINING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 2855-2861. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/MODIFIED_K_MEDIOD_ALGORITHM_OF_CLUSTERING_FOR_WEB_USAGE_MINING_ijariie2303.pdf (Accessed : ).
Harvard Sushma kharkar, and Ankita Gandhi. (2016) 'MODIFIED K-MEDIOD ALGORITHM OF CLUSTERING FOR WEB USAGE MINING', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 2855-2861IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/MODIFIED_K_MEDIOD_ALGORITHM_OF_CLUSTERING_FOR_WEB_USAGE_MINING_ijariie2303.pdf (Accessed : )
IEEE Sushma kharkar, and Ankita Gandhi, "MODIFIED K-MEDIOD ALGORITHM OF CLUSTERING FOR WEB USAGE MINING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 2855-2861, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/MODIFIED_K_MEDIOD_ALGORITHM_OF_CLUSTERING_FOR_WEB_USAGE_MINING_ijariie2303.pdf [Accessed : ].
Turabian Sushma kharkar, and Ankita Gandhi. "MODIFIED K-MEDIOD ALGORITHM OF CLUSTERING FOR WEB USAGE MINING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 ().
Vancouver Sushma kharkar, and Ankita Gandhi. MODIFIED K-MEDIOD ALGORITHM OF CLUSTERING FOR WEB USAGE MINING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(3) : 2855-2861. Available from: https://ijariie.com/AdminUploadPdf/MODIFIED_K_MEDIOD_ALGORITHM_OF_CLUSTERING_FOR_WEB_USAGE_MINING_ijariie2303.pdf
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