A Discovery on Web usage mining using Preprocessing

A Discovery on Web usage mining using Preprocessing

  IJCTT-book-cover
 		 International Journal of Computer Trends and Technology (IJCTT)          
 
© 2017 by IJCTT Journal
Volume-49 Number-1
Year of Publication : 2017
Authors : D.Durgadevi
DOI :  10.14445/22312803/IJCTT-V49P103

MLA

D.Durgadevi "A Discovery on Web usage mining using Preprocessing". International Journal of Computer Trends and Technology (IJCTT) V49(1):15-17, July 2017. ISSN:2231-2803. www.ijcttjournal.org. Published by Seventh Sense Research Group.

Abstract -
Web mining is the technique of Data mining. Its applying data mining techniques to discover and collect the data from different web sites .Web usage mining (WUM) is automatic discovery and analysis of patterns in click stream and associated with data collected or generated as a result of user interactions with Web resources on one or more Web sites. A Data preprocessing is the process to converting the raw data into the data abstraction necessary for the further applying the data cleaning algorithm. For this paper ,I focus to the first phase in web usage mining .An overview of data preprocessing techniques aiming rectifying the irrelevant data and improve the accuracy of data presented in this review.

References
[1] Li Chaofeng. Data Source Analysis on Web Usage Mining. Journal of south-central university for nationalities, 2005(4):82-85(in Chinese)
[2] Kdnuggets. Software for web mining. http://www.kdnuggets.com/-software/web.html.
[3] Huaqiang Zhou, Hongxia Gao and Han Xiao ”Rsearch on Improving method of Preprocessing in web log mining”, IEEE 2010.
[4] Tanasa D., Trousse B.. Advanced data preprocessing for intersites Web usage mining. IntelligentSystems, IEEE,2004(19): 59 – 65.
[5] Ankit R Kharwar1, Chandni A Naik2, Niyanta K Desai, A Complete PreProcessing Methodfor Web Usage Mining (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 3, Issue 10, October 2013).
[6] Durgadevi D,Yamini G, A New Approach For Rectifying Erroneous Data In Web Usage Mining Using Preprocessing , IJSART - Volume 1 Issue 8 –AUGUST 2015 ISSN [ONLINE]: 2395-1052.
[7] Sanjay Bapu Thakare et al. A Effective and Complete Preprocessing for Web Usage Mining (l1CSE) International Journal on Computer Science and Engineering Vol. 02, No. 03, 2010,848-851.
[8] Rakhi Arya, Implementation of Intelligent Web Server Monitoring IOSR Journal of Computer Engineering (IOSR-JCE) e-ISSN: 2278-0661,p-ISSN: 2278-8727, Volume 17, Issue 2, Ver. III (Mar – Apr. 2015), PP 17-26.

Keywords
WUM-Web Usage Mining, raw data, Data cleaning Algorithm, web log files, data preprocessing.