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Keywords: Association rules
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Journal Articles
Evolution of user navigation behavior for online news
Available to Purchase
International Journal of Web Information Systems (2022) 18 (1): 1–22.
Published: 28 October 2021
... newspaper Berita Harian Online in April 2012 and April 2017. Web usage mining techniques were used for pre-processing the logs and identifying user sessions. A Markov model is used to analyze navigation flows, and association rule mining is used to analyze user behavior within sessions. Findings...
Journal Articles
A machine learning-based methodology to predict learners’ dropout, success or failure in MOOCs
Available to Purchase
International Journal of Web Information Systems (2019) 15 (5): 489–509.
Published: 21 June 2019
... learning algorithms. Finally, the authors used the principle of association rules to extract similarities between the behaviors of learners who dropped out from the MOOC. Findings The results of this work have given that deep learning ensures the best predictions in terms of accuracy, which...
