Development of an intelligent tutoring system using bayesian networks and fuzzy logic for a higher student academic performance

M Eryılmaz, A Adabashi - Applied Sciences, 2020 - mdpi.com
In this experimental study, an intelligent tutoring system called the fuzzy Bayesian intelligent
tutoring system (FB-ITS), is developed by using artificial intelligence methods based on …

[PDF][PDF] A learner model based on multi-entity Bayesian networks and artificial intelligence in adaptive hypermedia educational systems

MA Tadlaoui, RN Carvalho… - International Journal of …, 2018 - researchgate.net
The aim of this paper is to present a probabilistic and dynamic learner model in adaptive
hypermedia educational systems based on multi-entity Bayesian networks (MEBN) and …

Combining the overlay model and Bayesian networks to determine learning styles in AHES

MA Tadlaoui, RN Carvalho, M Khaldi - Handbook of research on E …, 2019 - igi-global.com
First of all, it is important to note that the work presented here lies within the modeling part of
the learner in an adaptive educational system construed as computational modeling of the …

[PDF][PDF] The implementation of a probabilistic learner model in LMS-LD course creation application COPROLINE

MA Tadlaoui, F El Moudden… - International Journal of …, 2019 - researchgate.net
In the context of e-Learning systems, we can distinguish between two different types of
settings. First, we have adaptable systems, which refer to the property of changing the …

Artificial Intelligence Methods in E-Learning

M Eryılmaz, AM Adabashi - Handbook of Research on Faculty …, 2019 - igi-global.com
Gathering and extracting knowledge from the large amount of data available today is
becoming more and more important in our information society, and similarly, learning is an …

Development of an intelligent tutoring system using bayesian networks and fuzzy logic

AM Adabashi - 2020 - acikbilim.yok.gov.tr
Recently, there has been a rapid growth in web-based Intelligent Tutoring Systems (ITSs) to
support the teaching process with the aim of helping students adaptively navigate through …

[PDF][PDF] Learner's sytles determination using Bayesian networks in a Learner model

MA TADLAOUI, M KHALDI, RN CARVALHO - researchgate.net
First of all, and to clarify our purpose, it is important to note that the work presented here lies
within the modeling part of the learner in an adaptive educational system construed as …