A multi-agent system model to integrate Virtual Learning Environments and Intelligent Tutoring Systems

IF 3.4 3区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
P. Giuffra, E. Cecilia, A. Ricardo
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引用次数: 4

Abstract

Virtual learning environments (VLEs) are used in distance learning and classroom teaching as teachers and students support tools in the teaching�learning process, where teachers can provide material, activities and assessments for students. However, this process is done in the same way for all the students, regardless of their differences in performance and behavior in the environment. The purpose of this work is to develop an agent-based intelligent learning environment model inspired by intelligent tutoring to provide adaptability to distributed VLEs, using Moodle as a case study and taking into account students� performance on tasks and activities proposed by the teacher, as well as monitoring his/her study material access.
集成虚拟学习环境和智能辅导系统的多智能体系统模型
虚拟学习环境(VLEs)用于远程学习和课堂教学,作为教师和学生在教-学过程中的支持工具,教师可以为学生提供材料、活动和评估。然而,这个过程对所有学生都是一样的,不管他们在环境中的表现和行为有什么不同。本工作的目的是开发一个基于智能辅导的智能学习环境模型,以Moodle为例,考虑学生在教师提出的任务和活动中的表现,并监控他/她的学习材料访问,以智能辅导为灵感,提供分布式VLEs的适应性。
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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来源期刊
CiteScore
7.20
自引率
11.10%
发文量
47
审稿时长
10 weeks
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