CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Recommend Websites through Weblog Files using Association Rule

by Dhruva Mistry, Kirti J. Sharma, Samip A. Patel
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 126 - Number 2
Year of Publication: 2015
Authors: Dhruva Mistry, Kirti J. Sharma, Samip A. Patel
10.5120/ijca2015905991

Dhruva Mistry, Kirti J. Sharma, Samip A. Patel . Recommend Websites through Weblog Files using Association Rule. International Journal of Computer Applications. 126, 2 ( September 2015), 16-19. DOI=10.5120/ijca2015905991

@article{ 10.5120/ijca2015905991,
author = { Dhruva Mistry, Kirti J. Sharma, Samip A. Patel },
title = { Recommend Websites through Weblog Files using Association Rule },
journal = { International Journal of Computer Applications },
issue_date = { September 2015 },
volume = { 126 },
number = { 2 },
month = { September },
year = { 2015 },
issn = { 0975-8887 },
pages = { 16-19 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume126/number2/22524-2015905991/ },
doi = { 10.5120/ijca2015905991 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:16:24.176620+05:30
%A Dhruva Mistry
%A Kirti J. Sharma
%A Samip A. Patel
%T Recommend Websites through Weblog Files using Association Rule
%J International Journal of Computer Applications
%@ 0975-8887
%V 126
%N 2
%P 16-19
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In recent years netizens prefers that web accessing is fast in nature and give appropriate results without any confusion. Recommendation is one of the most useful system based on analysing web log files to be applied for web personalization in future. Web Usage Mining(WUM) is also applicable for online marketing and site modification. This system consists of three main interdependent tasks of WUM which are Data Preprocessing, Pattern Discovery and Pattern Analysis. Association rules are used for relate pages that are most often reference together in a single server session. The main goal of recommendation system in this research is to improve web site usability and to gives recommendations of websites to users of their use.

References
  1. Bamshad Mobasher, Robert Cooley, Jaideep Srivastava,”Creating Adaptive WebSites Through Usage-Based Clustering of URLs”, Journal of knowledge and information.
  2. Shaily G.Langhnoja, Mehul P. Barot, Darshak B. Mehta,“Web Usage Mining Using Association Rule Mining on Clustered Data for Pattern Discovery”,International Journal of Data Mining Techniques and Applications, 2013.
  3. M. Maged M. Deghaidy , Khaled Mahmoud Badran, Gouda Ismail Mohamed,“Web Recommendation Framework based on Association Rules Coverage to be Applied for Site Modification”, IJCA,2014.
  4. Prateek Gupta,Surendra Mishra “Improved FP Tree algorithm with customized web log preprocessing”,IJCST,2011.
  5. S.Revathi, Dr.T.Nalini“Performance Comparison of Various Clustering Algorithm”,IJARCSSE,2013.
  6. Amit Dipchandji Kasliwal, Dr. Girish S. Katkar,“Web Usage mining for Predicting User Access Behaviour”, IJCSIT,2015.
  7. Rahul Neve 1, K.P Adhiya “Comparative Study of Web Mining Algorithms for Web Page Prediction in Recommendation System”,IJARCCE,2013.
  8. V.Chitraa, Dr.Antony Selvadoss Thanamani” A Novel Technique for Sessions Identification in Web Usage Mining Preprocessing”, International Journal of Computer Applications, 2011.
  9. Ms. Dipa Dixit, Ms. M Kiruthika,”PREPROCESSING OF WEB LOGS”, International Journal on Computer Science and Engineering, 2010.
  10. Heidar Mamosian, Amir Masoud Rahmani, Mashalla Abbasi Dezfouli,”A New Clustering Approach based on Page's Path Similarity for Navigation Patterns Mining”, IJCSIS, 2010.
Index Terms

Computer Science
Information Sciences

Keywords

Association Rule Mining Web Usage Mining Frequent Pattern (FP) Tree

Powered by PhDFocusTM