文章基本信息

标题：An Accomplishment of Web Personalization Using Web Mining Techniqu
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作者：Y.Raju m B.Prashanth Kumar ; .D.Suresh Babu
期刊名称：International Journal of Computer Science and Information Technologies
电子版ISSN：0975-9646
出版年度：2011
卷号：2
期号：6
页码：2847-2851
出版社：TechScience Publications
摘要：Web mining is an important application of data mining techniques to extract knowledge from the Web. Web mining has been explored to a vast degree and different techniques have been proposed for a variety of applications that includes Web Search, Classification and Personalization etc. Most research on Web mining has been from a ‘data’ point of view. The Web mining research is a converging research area from several research communities, such as Databases, Information Retrieval and Artificial Intelligence. In this paper, we concentrated on the significance of studying the evolving nature of the Web personalization. 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 behavior studies, etc. 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 has been explained in detail and its related technologies are introduced. In this paper we implement how Web mining techniques can be applied for the Customization i.e Web personalization.
关键词：Navigation Patterns; Pattern Analysis; Content;Mining; Structure Mining; Usage Mining