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Adaptive E-learning using Genetic Algorithms


Samia Azough, Mostafa Bellafkih, El Houssine Bouyakhf


Vol. 10  No. 7  pp. 237-244


In this paper, we describe an adaptive system conceived in order to generate pedagogical paths which are adapted to the learner profile and to the current formation pedagogical objective. We have studied the problem as an Optimization Problem. Using Genetic Algorithms, the system seeks an optimal path starting from the learner profile to the pedagogic objective passing by intermediate courses. To prepare the courses for adaptation, the application creates a descriptive sheet for resources, in XML format, while its integration in the database. Some experiments are added to this paper.


Adaptive e-learning, Genetic algorithms, LOM standard, Resources Modelization