你的鼠标可以了解你的情绪

P. Lali, Maryam Naghizadeh, H. Nasrollahi, Hadi Moradi, M. Mirian
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引用次数: 10

摘要

人类情感的自动检测是计算机科学和心理学发展自适应人机交互(HCI)的重要领域。本文提出了一种新的方法来提取用户在英语理解过程中的愉悦感。该方法基于处理与系统交互期间的鼠标移动数据,并确定用户是否喜欢阅读文本或回答问题。该方法已被实现,结果表明在确定用户的情绪状态方面具有足够的准确性。这项研究表明,在确定任何给定时间的情绪状态时,考虑情绪动量及其在一段时间内的持久性是很重要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Your mouse can tell about your emotions
Automatic detection of the human emotion is an important area in computer science and psychology to develop adaptive Human-Computer Interaction (HCI). In this paper, a novel approach is proposed to extract a user's pleasure during English comprehension. The approach is based on processing the mouse movement data during the interaction with the system and determining whether or not the user enjoys reading the text or answering the questions. The approach has been implemented and the result shows adequate accuracy in determining the emotional state of the user. This study shows that it is important to consider the emotional momentum and its persistence over a period of time in determining the emotional state at any given time.
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