A Complete Pre Processing Method for Web Usage Mining

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Provided by: International Journal of Emerging Technology and Advanced Engineering (IJETAE)
Topic: Data Management
Format: PDF
Web usage mining, data mining techniques applied to data from the Web usage patterns is to discover, in order to understand and better serve the needs of Web-based applications. There are several preprocessing tasks that must be performed prior to data collected from server log data mining algorithms to apply. Data preprocessing for data mining algorithms to implement the data necessary to further the process of transforming raw data into abstraction. The paper has several data preparation techniques that preprocessing in order to identify unique users and user data session can be used to improve the performance features.
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