Educational quality assurance is one of the main concerns of higher education institutions. We developed an adaptive learning model, giving students the possibility to be instructed in a personalized way based on their abilities and educational reality. A series of recommendations of possible substitutes from the academic curriculum are given to replace momentarily a conflictive subject, increasing the change of student success and smooth experience.