| Advancements in Page Access Frequency Analysis and Web Log Preprocessing using Web Usage Mining | |
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MSRDG International Journal of Computer Scientific Technology & Electronics Engineering
© 2025 by MSRDG IJCSTEE Journal Volume 1 Issue 1 Year of Publication: 2025 |
Paper Download Article ID MSRDG-IJCSTEE-V1I1P103 |
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Abstract: Web usage mining plays a critical role in understanding user behavior on websites by analyzing web log data. However, raw web log data is often noisy and unstructured, necessitating efficient preprocessing techniques. This paper explores the effectuation of web log preprocessing and its impact on page access frequency analysis. The research emphasizes the methodologies used in web log preprocessing, techniques for determining page access frequency, and their implications in various applications such as website optimization, cybersecurity, and personalized user experiences. Experimental results demonstrate the significance of preprocessing in enhancing the accuracy and efficiency of web usage mining. |
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| Keywords: Web usage mining, Web log preprocessing, Page access frequency, Data cleaning, User behavior analysis | |
