Creating meaningful data from web logs for improving the impressiveness of a website by using path analysis method

Web usage mining is to analyze web log files to discover user accessing patterns of web pages. In order to effectively manage and report on a website, it is necessary to get feedback about activity on the web servers. The aim of this study is to help the web designer and web administrator to improve...

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Veröffentlicht in:Expert systems with applications 2009-04, Vol.36 (3), p.6635-6644
Hauptverfasser: Das, Resul, Turkoglu, Ibrahim
Format: Artikel
Sprache:eng
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Zusammenfassung:Web usage mining is to analyze web log files to discover user accessing patterns of web pages. In order to effectively manage and report on a website, it is necessary to get feedback about activity on the web servers. The aim of this study is to help the web designer and web administrator to improve the impressiveness of a website by determining occurred link connections on the website. Therefore, web log files are pre-processed and then path analysis technique is used to investigate the URL information concerning access to electronic sources. The proposed methodology is applied to the web log files in the web server of Firat University. The results and findings of this experimental study can be used by the web designer in order to plan the upgrading and enhancement to the website.
ISSN:0957-4174
1873-6793
DOI:10.1016/j.eswa.2008.08.067