Research
Web usage Mining: Web user Session Construction using Map-Reduce
Web Usage Mining deals with the understanding of user behavior while interacting with the website by using various log files. The whole process of Web Usage Mining gets completed in three phases namely Data Preprocessing, Pattern Discovery and Pattern Analysis. Data Preprocessing is important because it takes 80% of the time of the whole process […]
Survey: Trust-based Approaches to Solve Routing Issues in MANET
A mobile ad hoc network is a wireless network. The ability to work without any central controlling authority without any requirement of established infrastructure makes it need of the present scenario. This dynamicity comes with a downside of security. Since the nodes may act maliciously and pose threat to the working condition of the MANET. […]
Web Usage Mining:A Novel Approach for Web User Session Construction
The growth of World Wide Web is incredible as it can be seen in present days. Web usage mining plays an important role in the personalization of Web services, adaptation of Web sites, and the improvement of Web server performance. It applies data mining techniques to discover Web access patterns from Web log data. In order to discover access patterns, Web log data should be reconstructed into sessions. This paper provides a novel approach for session identification.
