协作式电子学习环境中基于学生互动的分组

D. Jagadish
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引用次数: 18

摘要

协作学习是一种在线课堂,可以采取全班之间或小组内部对话的形式。Moodle(模块化面向对象动态学习环境)是一个免费的开源电子学习软件平台,也被称为学习管理系统或虚拟学习环境(VLE)。作为一种基于网络的工具,Moodle提供了一种可能的方式来交付课程,其中包括各种各样的信息来源-多媒体,网站和图像的链接-这些在传统的教学环境中很难交付。moodle中的会话(聊天)活动模块允许参与者在moodle课程中包含实时同步讨论。教师可以在课程或特定活动中将用户组织成组。本文的目的是在协作学习环境中有效地形成学习者的小组,使小组中的每个人都受益。作为一个测试平台,第十标准泰米尔语教科书被纳入moodle。本文采用K-NN聚类算法来提高分组性能。该算法在平衡所有学生的知识水平方面取得了良好的性能。
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Grouping in collaborative e-learning environment based on interaction among students
Collaborative learning is an online classroom can take the form of conversation between the whole classes or within smaller groups. Moodle (Modular Object-Oriented Dynamic Learning Environment) is a free and open source e-learning software platform, also known as a Learning Management System, or Virtual Learning Environment (VLE). As a web-based tool, Moodle offers the possible way to deliver courses which include an enormous variety of information sources - links to multimedia, websites and image - which are hard to deliver in a traditional teaching atmosphere. The converse (chat) activity module in moodle allows participants to encompass a realtime synchronous discussion in a moodle course. A teacher can organize users into groups within the course or within particular activities. This paper aims in efficient group formation of learners in a collaborative learning environment so that every individual in the group is benefitted. As a testing platform tenth standard Tamil text book is incorporated in to moodle. In this paper K-NN clustering algorithm is used to improve the group performance. This algorithm achieves good performance in terms of balancing the knowledge level among all the students.
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