基于情绪识别的脑电信号可用性测试框架

Arwa N. Aledaily, Sofien Gannouni, Kais Belwafi, Hatim Aboalsamh
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引用次数: 1

摘要

情绪分析在多个领域都有应用,包括教育、医学、心理学、软件工程、无障碍居住研究、医疗保健、机器人、市场营销和商业。研究情绪在软件工程中扮演着重要的角色,特别是在可用性测试领域。例如,情绪可以用来确定特定的软件应用程序是否达到可接受的用户满意度水平。此外,情绪可以用来测试产品可用性及其所有方面。可用性测试中的情感检测是一种首创的工具,它具有改进软件生产(设计和交互)的潜力,从而使正在进行的软件开发革命继续向前发展。本研究旨在利用脑电图(EEG)大脑信号构建一个原始的情感检测框架,然后将其作为案例研究应用于可用性测试。这将创造机会,以精确和准确的方式深入了解用户满意度,特别是与传统方法相比。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Framework for Usability Testing using EEG Signals with Emotion Recognition
The analysis of emotions has utility in several applications that cross multiple fields, including education, medicine, psychology, software engineering, accessibility in-habitation studies, healthcare, robotics, marketing, and business. Studying emotions can play an essential role in software engineering, particularly in the domain of usability testing. For example, emotions can be used to determine whether a specific software application achieves acceptable levels of user satisfaction. Furthermore, emotions can be used to test product usability and all its aspects. Emotion detection in usability testing is a first-of-its-kind tool that has the potential to improve software production (designing and interaction), thus enabling the ongoing revolution in software development to continue onwards. This work aims to build an original framework for emotion detection using electroencephalography (EEG) brain signals, which is then applied in usability testing as a case study. This will create opportunities to gain an in-depth understanding of user satisfaction in a precise and accurate way, especially when compared to traditional approaches.
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