Evaluating Computer Interactions and Infographics Usability: Analyzing Individual’s Performance through Viewing Patterns

Q4 Computer Science
Suzan M. Alyahya
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引用次数: 0

Abstract

Computer interactions and infographics are important to represent and communicate complex information. The impact of visualization and its effect on learning the results of interaction with multimedia instruction reveals a great deal. Eye tracking is the method used to examine the graphical processing. Therefore, the present study aims to examine computer interactions and infographic usability by conducting verbal and visual performances test on undergraduates. The 62 undergraduate females were recruited as the study sample and presented the video of Napoleon's march to Moscow. This study identifies how long, where, and in what order or when accompanied with text and what’s the participant's pattern on Minard maps. The performance test scores and the verbal visual learning style rating included the visual and verbal variables. The tools that are used to enhance the results are heat maps, cluster and scan paths. The 62 undergraduate females results shows that there is a fundamental difference in verbal and visual learning participants in viewing pattern on the heat map. The heat maps, clusters, and scan paths were combined for the distinct groups to provide a more complete picture of viewing patterns using Tobii Studio Software. The study results indicate that visual content was remembered by most of the participants and also indicated that the visual effects in multimedia learning environments and can be utilized to improve the multimedia design. Therefore, the study concluded that infographic and computer interactions are an effective approach for enhancing the understanding and usability of students.
评估计算机交互和信息图表的可用性:通过查看模式分析个人表现
计算机交互和信息图表对于表示和交流复杂信息非常重要。可视化对学习的影响及其与多媒体教学交互结果的影响揭示了很多问题。眼动跟踪是用于检查图形处理的方法。因此,本研究旨在通过对本科生进行语言和视觉表现测试,研究计算机交互和信息图表的可用性。本研究招募了 62 名女大学生作为研究样本,并展示了拿破仑进军莫斯科的视频。本研究确定了米纳德地图的时间长度、位置、顺序或与文字的搭配,以及参与者的模式。成绩测试分数和口头视觉学习风格评级包括视觉和口头变量。热图、聚类和扫描路径等工具被用来增强结果。62 名本科生女性的研究结果表明,语言学习和视觉学习的参与者在观察热图上的模式时存在根本性的差异。使用 Tobii Studio 软件将不同群体的热图、聚类和扫描路径结合起来,以提供更完整的观看模式图。研究结果表明,大多数参与者都记住了视觉内容,同时也表明多媒体学习环境中的视觉效果可以用来改进多媒体设计。因此,研究得出结论,信息图表和计算机互动是增强学生理解力和可用性的有效方法。
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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来源期刊
Scientific Visualization
Scientific Visualization Computer Science-Computer Vision and Pattern Recognition
CiteScore
1.30
自引率
0.00%
发文量
20
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