文章基本信息

标题：The implementation of a probabilistic learner model in LMS-LD course creation application COPROLINE
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作者：Mouenis Anouar Tadlaoui ; Fauzi El Moudden ; Mohamed Khaldi 等
期刊名称：International Journal of Advanced Computer Research
印刷版ISSN：2249-7277
电子版ISSN：2277-7970
出版年度：2019
卷号：9
期号：45
页码：386-396
DOI：10.19101/IJACR.2019.940039
出版社：Association of Computer Communication Education for National Triumph (ACCENT)
摘要：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 system settings. The learner can change the behavior of the system. Then, the learner is able to customize the system in a specified way to fit the needs of users. The learner model is the key element to generate the adaptation of the system to each specific user. It’s a representation of the learner information through which the system is based in to make it adaptable. We will present in this paper the implementation of a probabilistic learner model developed based on multi entities Bayesian networks and artificial intelligence, into a Course Creation Application Compatible with LMS-LD. The results presented in this work favor the implementation of a learner model to endorse the adaptation into some learning situations that the learners have followed during a year of testing.
关键词：Learner model; Learner profile; Adaptive hypermedia; LMS-LD; Multi entity Bayesian networks; Artificial intelligence; Collaborative learning; E-learning personalization; Learning styles.