Standardized modeling learners ontology «SLMonto» to support interactive learning environment

Mohammed Aitdaoud, Fatima Zahra Guerss, Imane Lmati, A. Namir, M. Talbi, H. Benlahmar, N. Achtaich, K. Douzi
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引用次数: 3

Abstract

One of the most important element for adapting and personalizing Technology-Enhanced Learning (TEL) is the learner model because it contains a lot of useful information about an individual such as learning preferences, academic performance and learning styles. These latter, which are increasingly being incorporated into TEL, and seems to be a promising concept for making learning easier for students. The application of these concepts in traditional learning is almost impossible as we only have one teacher with thirty or even hundreds of students in a class, so he can not apply an adaptive learning for each of them. However, the emergence of adaptive learning management system (LMS) offers a great advantage for students, as it allows them to have a personalized learning process that can be suited with their needs and characteristics. Now days, many researchers has been working in this area. The purpose of this article is to propose a learner model ontology SLMonto based on popular student modeling standards. As well as the representation of the prior knowledge of the student's performance, motivation, and the learning style which is adapted from Felder-Silverman Learning Style Model.
标准化建模学习者本体«SLMonto»,支持交互式学习环境
适应和个性化技术增强学习(TEL)的最重要因素之一是学习者模型,因为它包含了许多关于个人的有用信息,如学习偏好、学习成绩和学习风格。后者正越来越多地被纳入TEL,似乎是一个很有前途的概念,可以让学生更容易地学习。这些概念在传统学习中的应用几乎是不可能的,因为我们只有一个老师,一个班有30个甚至数百个学生,所以他不可能对每个学生都应用适应性学习。然而,自适应学习管理系统(LMS)的出现为学生提供了一个很大的优势,因为它允许他们有一个个性化的学习过程,可以适应他们的需求和特点。如今,许多研究人员一直在这一领域工作。本文的目的是提出一个基于流行的学生建模标准的学习者模型本体SLMonto。以及对学生学习成绩、动机和学习风格的先验知识的表示,该模型改编自费尔德-西尔弗曼学习风格模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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