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Enhanced User Navigation Prediction using Ensembling Clustering and Classification in weblog files
2018
International Journal on Computer Science and Engineering
Web usage mining is the art of discovering navigation patterns of users from web log data. Next web page prediction, a task of web usage mining, is used to envisage future requirements of the user during surfing. This paper presents an ensemble prediction system, that uses ensemble clustering and ensemble classification. The proposed system uses heterogeneous clustering ensemble model to group similar browsing sequences together, which is then used by a heterogeneous classification ensemble
doi:10.21817/ijcse/2018/v10i1/181001022
fatcat:67l6gqfxmzf7biitqtuk2wsthu