National Workshop-Cum-Conference on Recent Trends in Mathematics and Computing 2011 |
Foundation of Computer Science USA |
RTMC - Number 5 |
May 2012 |
Authors: Sushila Gauthwal |
ba3c04a8-9533-4f96-9d55-650afd658d15 |
Sushila Gauthwal . Web Usage Mining Systems and Technologies. National Workshop-Cum-Conference on Recent Trends in Mathematics and Computing 2011. RTMC, 5 (May 2012), 16-20.
Web usage mining is the area of data mining which deals with the discovery and analysis of usage patterns from Web data, specifically web logs, in order to improve web based applications. Web usage mining is used to discover interesting user navigation patterns and can be applied to many real-world problems, such as improving Web sites/pages, making additional topic or product recommendations, user/customer behaviour studies, etc. This article provides a survey and analysis of current Web usage mining systems and technologies. A Web usage mining system performs five major tasks: i) data gathering, ii) data preparation, iii) navigation pattern discovery, iv) pattern analysis and visualization, and v) pattern applications. Each task is explained in detail and its related technologies are introduced. A list of major research systems and projects concerning Web usage mining is also presented, and a summary of Web usage mining is given in the last section