User experience evaluation through the brain's electrical activity

Akshay Aggarwal, G. Niezen, H. Thimbleby
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引用次数: 9

Abstract

A novel system for measuring the user experience of any user interface by measuring the feedback directly from the brain through Electroencephalography (EEG) is described. We developed an application that records data for different emotions of the user while using any interface and visualises the data for any interval during the task, as well as presenting various statistics and insight about the data. The application also provides the points of mouse movement on any interface as different coloured dots, where the colour represents the mental load at those points. This makes it easier to identify the user experience based on emotions at exact points on the user interface. In experiments, the brain activity of participants was recorded while they performed tasks on both a well-designed and poorly designed user interface. Screen and mouse cursor position were recorded, along with the values of several facial expressions and emotions extracted from the EEG. Users were interviewed after the study to share their experiences. For each study session analysis was done by comparing EEG, screen recording and interview data. Results showed that frustration, furrow and excitement values reflect user experience.
通过大脑的电活动来评估用户体验
描述了一种通过脑电图(EEG)直接测量来自大脑的反馈来测量任何用户界面的用户体验的新系统。我们开发了一个应用程序,在使用任何界面时记录用户不同情绪的数据,并在任务期间的任何时间间隔将数据可视化,以及呈现有关数据的各种统计数据和见解。该应用程序还在任何界面上提供鼠标移动点作为不同颜色的点,其中颜色表示在这些点上的精神负荷。这使得基于用户界面上的特定点的情感来识别用户体验变得更加容易。在实验中,当参与者在设计良好和设计糟糕的用户界面上执行任务时,他们的大脑活动被记录下来。记录屏幕和鼠标光标的位置,以及从脑电图中提取的几种面部表情和情绪的值。研究结束后,用户接受了采访,分享他们的经历。对于每个研究阶段,通过比较脑电图、屏幕记录和访谈数据进行分析。结果表明,挫折值、皱纹值和兴奋值反映了用户体验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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