International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 133

Research Paper | Information Technology | India | Volume 2 Issue 1, January 2013


Recommendation of Web Pages for Online users using Web Log Data

V.Chitraa | Antony Selvadoss Thanamani


Abstract: World Wide Web is a huge repository of web pages and links. It provides abundance of information for the Internet users. To reduce users browsing time lot of research is taken place. Web Usage Mining is a type of web mining which applies mining techniques in log data to extract the behaviour of users which is used in various applications like personalized services, adaptive web sites, customer profiling, prefetching and creating attractive web sites. Users accesses are recorded in web logs. Because of the tremendous usage of web, the web log files are growing at a faster rate and the size is becoming huge. Web usage mining consists of three phases preprocessing, pattern discovery and pattern analysis. Soft Clustering is the most suitable method for web usage mining since same user can have more than one pattern and pattern analysis classifies the new user browsing in the knowledge base. Recommendations are given to the new user so that users browsing time is utilized effectively. This paper describes the methodology for all phases of web usage mining.


Keywords: Preprocessing, Fuzzy clustering, Session Identification, Recommendation, Web Log Mining


Edition: Volume 2 Issue 1, January 2013,


Pages: 345 - 349


How to Download this Article?

You Need to Register Your Email Address Before You Can Download the Article PDF


How to Cite this Article?

V.Chitraa, Antony Selvadoss Thanamani, "Recommendation of Web Pages for Online users using Web Log Data", International Journal of Science and Research (IJSR), Volume 2 Issue 1, January 2013, pp. 345-349, https://www.ijsr.net/get_abstract.php?paper_id=IJSR13010223

Similar Articles with Keyword 'Preprocessing'

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Information Technology, United States of America, Volume 12 Issue 11, November 2023

Pages: 401 - 407

Revolutionizing Liver Disease Diagnosis: AI-Powered Detection and Diagnosis

Mayur Rele | Dipti Patil

Share this Article

Downloads: 95

Survey Paper, Information Technology, India, Volume 3 Issue 6, June 2014

Pages: 1479 - 1482

Analysis of NSL-KDD Dataset for Fuzzy Based Intrusion Detection System

Macdonald Mukosera [4] | Thabiso Peter Mpofu [6] | Budwell Masaiti [2]

Share this Article
Top