有一个虚拟的私人老师,在数学课上取得更好的成绩

Serge Linckels, C. Dording, C. Meinel
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引用次数: 11

摘要

在本文中,我们介绍了我们的电子图书馆员服务“MatES”的实验结果,这是一个数学分数的电子学习工具。mate允许学生用自然语言输入完整的问题,并返回语义相关的多媒体结果,这些结果解释了用户问题的答案。通过基准测试证明了该算法的有效性。从229个不同的用户问题中,系统对97%的问题返回了正确答案,而对近一半的问题只返回了一个答案(最好的答案)。22名学生参加了为期五周的实验。学生是自主的,通过探索性的练习来学习。学生们向MatES提问。mate提供的多媒体讲解让我获得了新的知识,并完成了练习。实验结果表明,MatES是一种高效的电子图书服务,可以在学校或家中使用。它可以用于混合式学习、远程学习和协作式学习。学生们把mate作为一种帮助他们在数学上做得更好的工具。与使用mate之前的成绩相比,我们测量了学生在使用mate期间的学业成绩的相关改善。取得如此优异成绩的主要原因之一可能是学生们更有动力,因此更努力地学习和获取新知识。学生们还表示,mate解释得更好,他们更容易理解课程内容。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Better results in mathematics lessons with a virtual personal teacher
In this paper we present the results of an experiment made with our e-librarian service "MatES", an e-Learning tool on fractions in mathematics. MatES allows students to enter complete questions in natural language and returns semantically pertinent multimedia results which explain the answer to the users' question.The efficiency of MatES was proven by benchmark tests. From 229 different user questions, the system returned the right answer for 97% of the questions, and only one answer (the best one) for nearly half of the questions.A class of 22 students took part in the five week experiment. Students were autonomous and learned through exploratory exercises. Students asked MatES questions. The multimedia explanations yielded by MatES allowed to acquire new knowledge, and to complete the exercises.At the conclusion of the experiment, MatES was confirmed as an efficient e-librarian service that can be used in school or at home. It can be used in blended learning, distance learning, and collaborative learning situations. The students used MatES as a tool that helps them to do better in mathematics. We measured relevant improvements in the students' school results over the period they used MatES, compared to the school results before they used MatES. One of the main reasons for this excellent result may be that the students were more motivated, and therefore put more effort into learning and acquiring new knowledge. The students also stated that MatES explained better, and that they understood the course content more easily.
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