Volume 6 Issue 3 - January 2016

  • 1. Semantic approach for improving pattern quality in web usage mining

    Authors : Nandkishor Jilhedar, Dr. Suresh Shirgave

    Pages : 204-210

    Keywords : Web Usage MiningFrequent PatternSemantic

    Abstract :

    Users’ experience in accessing websites can be personalized by processing web logs, using different Web Usage Mining (WUM) techniques. These web logs, if treated with such techniques and matched with semantic information of a website, can enrich the websites’ personal access for an individual user. Web logs could be used to identify frequent navigation patterns as well as re-structuring the website for rich navigation experience of a user. The systematic approach presented in this paper focuses on generating frequent patterns and combining with semantic information. The evaluation of generated web usage pattern quality is done with standard metrics. Experiment results confirm that more accurate results can be obtained using this approach.

    Citing this Journal Article :

    Nandkishor Jilhedar, Dr. Suresh Shirgave, "Semantic approach for improving pattern quality in web usage mining", https://www.ijltet.org/journal_details.php?id=898&j_id=2843, Volume 6 Issue 3 - January 2016, 204-210, #ijltetorg