Server Access Pattern Analysis Based on Weblogs Classification Methods

The world of today relies heavily on the internet, online pages, and applications in their daily lives. Web usage mining uses data-mining approaches to extract use patterns from web data in sequence to better comprehend and satisfy Requirements for web-based applications web-based applications. The three phases of web usage mining are pattern identification, pattern analysis, and preprocessing. In-depth explanations of pattern and prediction analysis based on web usage mining are provided in this work. Due to its potential for applications, web usage mining has seen a substantial increase in interest from the academic and industrial sectors. The work in this topic, including research projects and current web usage patterns, is thoroughly taxonomized in this book. Many details and runtime data are captured in logs as the system is operating. A timestamp and a log message that describe what happened in the system are included. The work that has already been done is also reviewed recently, taking into account different data mining approaches including clustering and classification.