Improving Learning in Virtual Learning Environments Using Affective Pedagogical Agent

Márcio Alencar, J. F. Netto
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引用次数: 3

Abstract

Emotions are part of human life, and they are present on several occasions, like decision making and in social interactions. Computational identification of emotions in texts can be useful in many applications, especially in distance learning courses. This research introduces an animated pedagogic agent, integrated to a Moodle virtual learning environment, with the objective of assisting the tutor in accompanying students, helping the students to acquire knowledge, identifying their emotions, and motivating the student to participate in activities and discussions. As a way of assessing students' emotional state, an experiment was conducted using real data from a completed course, involving students. The results obtained are promising, evidencing the importance of knowing the emotional state of the students, contributing to the learning process.
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利用情感教学代理促进虚拟学习环境中的学习
情绪是人类生活的一部分,它们出现在很多场合,比如决策和社会互动中。文本情感的计算识别在许多应用中都很有用,特别是在远程学习课程中。本研究引入了一个动画教学代理,集成到Moodle虚拟学习环境中,其目的是协助导师陪伴学生,帮助学生获得知识,识别他们的情绪,并激励学生参与活动和讨论。作为评估学生情绪状态的一种方式,我们利用学生参与的一门已完成课程的真实数据进行了一项实验。所获得的结果是有希望的,证明了了解学生的情绪状态,有助于学习过程的重要性。
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