在自我评估测试中测量即时情绪:使用FaceReader

V. Terzis, C. Moridis, A. Economides
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引用次数: 82

摘要

情绪在学习和自我评估过程中非常重要。测量情绪是一项非常艰巨的任务。为此目的已经开发和使用了一些工具。在本文中,我们在一个自我评估测试中评估了FaceReader的效率。我们将FaceReader的即时测量结果与研究人员对学生情绪的估计进行了比较。观察是在一个设计合理的房间里实时进行的。统计分析表明,在厌恶和愤怒情绪方面,FaceReader和研究人员的估计存在一些差异。总体而言,结果表明,在自我评估测试中,FaceReader能够以超过87%的效率测量情绪,并且可以成功地集成到计算机辅助学习系统中,用于情感识别。此外,本研究对学生在自我评估测试和学习过程中的情绪状态提供了有用的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Measuring instant emotions during a self-assessment test: the use of FaceReader
Emotions are very important during learning and self-assessment procedures. Measuring emotions is a very demanding task. Several tools have been developed and used for this purpose. In this paper we evaluate the efficiency of the FaceReader during a self - assessment test. We compared instant measurements of the FaceReader with the researchers' estimations regarding students' emotions. The observations took place in a properly designed room in real time. Statistical analysis showed that there are some differences between FaceReader's and researchers' estimations regarding Disgusted and Angry emotions. Generally, results showed that FaceReader is capable of measuring emotions with an efficacy of over 87% during a self-assessment test, and that it could be successfully integrated into a computer-aided learning system for the purpose of affect recognition. Moreover, this study provides useful results for the emotional states of students during self-assessment tests and learning procedures.
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