Search results for author:"Amelia_Zafra"
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Predicting Student Grades in Learning Management Systems with Multiple Instance Genetic Programming
Amelia Zafra; Sebastian Ventura
International Conference on Educational Data Mining (EDM) 2009 (July 2009)
The ability to predict a student's performance could be useful in a great number of different ways associated with university-level learning. In this paper, a grammar guided genetic programming algorithm, G3P-MI, has been applied to predict if the...
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Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems
Cristóbal Romero; Sebastián Ventura; Amelia Zafra; Paul de Bra
Computers & Education Vol. 53, No. 3 (November 2009) pp. 828–840
Nowadays, the application of Web mining techniques in e-learning and Web-based adaptive educational systems is increasing exponentially. In this paper, we propose an advanced architecture for a personalization system to facilitate Web mining. A...
Language: English