The state of educational data mining in 2009: A review and future visions
RSJD Baker, K Yacef - Journal of …, 2009 - jedm.educationaldatamining.org
We review the history and current trends in the field of Educational Data Mining (EDM). We
consider the methodological profile of research in the early years of EDM, compared to in …
consider the methodological profile of research in the early years of EDM, compared to in …
Combining unsupervised and supervised classification to build user models for exploratory learning environments
In this paper, we present a data-based user modeling framework that uses both
unsupervised and supervised classification to build student models for exploratory learning …
unsupervised and supervised classification to build student models for exploratory learning …
Cluster analysis in personalized e-learning systems
D Zakrzewska - Intelligent systems for knowledge management, 2009 - Springer
Personalized e-learning system should be tailored into student needs, which usually differ
even among learners, who attend the same course and have similar technical skills. In the …
even among learners, who attend the same course and have similar technical skills. In the …
[PDF][PDF] Technology for recommending optimum learning texts based on data mining of learning historical data
Y Wada, Y Hamadume, S Dohi… - Proc. of the 3rd …, 2009 - infsoc.org
We are developing a bidirectional recommendation system that extracts the relationship
among digital texts with historical logs, and recommends the optimum texts for learners …
among digital texts with historical logs, and recommends the optimum texts for learners …