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Adaptive tutoring system based on fuzzy logic.

Abstract : In recent years, education method has changed and has become very innovative and modern. In this way, online adaptive learning seems to be a revolutionary competitive method. The advancement of computer and networking technologies is the key to this whole change from the classic education to the modern online adaptive education. The majority of E-learning systems are based on Boolean logic. In fact, the system considers that the learner like or not a course characteristic but the user can prefer gradually this parameter (low, medium, high). To this end, the proposed approach exploits semantic relations between data elements and learners' preferences to determine adapted UI components appropriate to learners' characteristics based on fuzzy logic. The results of evaluation confirm the efficiency of our technique with an average of more than 77% of precision and recall.
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https://hal-uphf.archives-ouvertes.fr/hal-03396900
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Submitted on : Friday, October 22, 2021 - 6:07:34 PM
Last modification on : Wednesday, November 3, 2021 - 6:13:40 AM

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Makram Soui, Mourad Abed, Ghannem Adnane, Daouas Karim. Adaptive tutoring system based on fuzzy logic.. International Journal of Advanced Intelligence Paradigms, 2020, 16 (2), pp.132-144. ⟨10.1504/IJAIP.2020.107010⟩. ⟨hal-03396900⟩

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