分析讲师与学生之间的互动

Proceedings of the 8th International Conference on Learning Analytics and Knowledge Pub Date : 2018-03-07 DOI:10.1145/3170358.3170360

E. Watanabe, T. Ozeki, T. Kohama

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引用次数: 14

摘要

在本文中，我们讨论了教师与学生之间的互动。首先，我们通过从运动图像中提取教师和学生的面部区域来检测他们的行为。然后，我们利用多层神经网络对讲师的写作和讲解行为与学生的笔记和听力行为之间的相互作用进行建模。我们基于多层神经网络的内部表征来讨论上述相互作用。

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Analysis of interactions between lecturers and students

In this paper, we discuss the interactions between lecturers and students. First, we detect their behaviors by extracting the face regions of lecturers and students from moving images. Thereafter, we model the interaction between the lecturers' writing and explanation behaviors and the students' note taking and listening behaviors by using multilayered neural networks. We discuss the above interactions based on the internal representations of multilayered neural networks.

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Proceedings of the 8th International Conference on Learning Analytics and Knowledge

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