An Effective Preprocessing Method for Web Usage Mining
نویسندگان
چکیده
منابع مشابه
A Survey of Preprocessing Method for Web Usage Mining Process
The amount of web applications are increasing in large amount and users of web applications are also increasing rapidly with high speed. By increasing number of users the size of log file also increases .The information which stores in log files cannot be directly used for analysis. Therefore preprocessing of log files is necessary to improve the quality of web usage mining process. Preprocessi...
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Efficient data preparation needs to discover the underlying knowledge from complicated Web usage data. In this paper, we have focused on two main tasks, semantic outlier detection from online Web request streams and segmentation (or sessionization) of them. We thereby exploit semantic technologies to infer the relationships among Web requests. Web ontologies such as taxonomies and directories c...
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Web usage Mining is an area of web mining which deals with the extraction of interesting knowledge from logging information produced by web server. Different data mining techniques can be applied on web usage data to extract user access patterns and this knowledge can be used in variety of applications such as system improvement, web site modification, business intelligence etc. Web usage minin...
متن کاملAn Overview of Preprocessing of Web Log Files for Web Usage Mining
With the Internet usage gaining popularity and the steady growth of users, the World Wide Web has become a huge repository of data and serves as an important platform for the dissemination of information. The users’ accesses to Web sites are stored in Web server logs. However, the data stored in the log files do not present an accurate picture of the users’ accesses to the Web site. Hence, prep...
متن کاملA Survey on Preprocessing Techniques in Web Usage Mining
The World Wide Web (WWW) continues to grow at an overwhelming rate in both the sheer volume of traffic and the size and complexity of Web sites. Therefore, it becomes more and more necessary, but difficult to get useful information from Web data, in order to understand and better serve the needs of Web-based applications. As a result, the Web usage mining has become a hot research topic, which ...
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ژورنال
عنوان ژورنال: International Journal of Computer Theory and Engineering
سال: 2014
ISSN: 1793-8201
DOI: 10.7763/ijcte.2014.v6.900