学习管理系统的可用性和用户体验:眼动追踪方法

I. Maslov, Shahrokh Nikou
{"title":"学习管理系统的可用性和用户体验:眼动追踪方法","authors":"I. Maslov, Shahrokh Nikou","doi":"10.1109/ICE/ITMC49519.2020.9198333","DOIUrl":null,"url":null,"abstract":"Learning Management Systems (LMSs) are widely used in higher education. Eye-tracking technology is one technology that could help objectively evaluate the influence of familiarity with an LMS on the usability and user experience (UX) of the LMS. This study utilized such technology to measure user efficiency, user effectiveness, eye-movement patterns, and the quantitative area of interest (AOI) metrics of eye-movement patterns that show how fast the correct area for the task is located. Six students participated in an experiment, whereby they were asked to accomplish ten tasks in the usability testing of a popular open-source LMS called Moodle. The results showed that those who were familiar with the course performed about half of the tasks more efficiently and had better AOI metrics. Additionally, it was found that the participants' eye movement patterns tended to be correlated with their AOI metrics, efficiency and effectiveness of accomplishing the tasks in the usability tests. However, the correlations were not absolute. We found different eye-movement patterns among participants regarding some user interface elements, such as text hyperlinks or images.","PeriodicalId":269465,"journal":{"name":"2020 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"Usability and UX of Learning Management Systems: An Eye- Tracking Approach\",\"authors\":\"I. Maslov, Shahrokh Nikou\",\"doi\":\"10.1109/ICE/ITMC49519.2020.9198333\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Learning Management Systems (LMSs) are widely used in higher education. Eye-tracking technology is one technology that could help objectively evaluate the influence of familiarity with an LMS on the usability and user experience (UX) of the LMS. This study utilized such technology to measure user efficiency, user effectiveness, eye-movement patterns, and the quantitative area of interest (AOI) metrics of eye-movement patterns that show how fast the correct area for the task is located. Six students participated in an experiment, whereby they were asked to accomplish ten tasks in the usability testing of a popular open-source LMS called Moodle. The results showed that those who were familiar with the course performed about half of the tasks more efficiently and had better AOI metrics. Additionally, it was found that the participants' eye movement patterns tended to be correlated with their AOI metrics, efficiency and effectiveness of accomplishing the tasks in the usability tests. However, the correlations were not absolute. We found different eye-movement patterns among participants regarding some user interface elements, such as text hyperlinks or images.\",\"PeriodicalId\":269465,\"journal\":{\"name\":\"2020 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)\",\"volume\":\"44 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICE/ITMC49519.2020.9198333\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICE/ITMC49519.2020.9198333","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

摘要

学习管理系统在高等教育中得到了广泛的应用。眼动追踪技术是一种可以帮助客观评估熟悉LMS对LMS可用性和用户体验(UX)的影响的技术。本研究利用这种技术来测量用户效率、用户有效性、眼球运动模式和眼球运动模式的定量兴趣区域(AOI)指标,这些指标显示了定位任务的正确区域有多快。六名学生参加了一项实验,他们被要求完成十项可用性测试任务,测试一个名为Moodle的流行开源LMS。结果表明,那些熟悉课程的人更有效地完成了大约一半的任务,并且具有更好的AOI指标。此外,研究发现,参与者的眼动模式倾向于与他们的AOI指标、完成可用性测试任务的效率和有效性相关。然而,相关性并不是绝对的。我们发现,对于某些用户界面元素,如文本超链接或图像,参与者的眼球运动模式不同。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Usability and UX of Learning Management Systems: An Eye- Tracking Approach
Learning Management Systems (LMSs) are widely used in higher education. Eye-tracking technology is one technology that could help objectively evaluate the influence of familiarity with an LMS on the usability and user experience (UX) of the LMS. This study utilized such technology to measure user efficiency, user effectiveness, eye-movement patterns, and the quantitative area of interest (AOI) metrics of eye-movement patterns that show how fast the correct area for the task is located. Six students participated in an experiment, whereby they were asked to accomplish ten tasks in the usability testing of a popular open-source LMS called Moodle. The results showed that those who were familiar with the course performed about half of the tasks more efficiently and had better AOI metrics. Additionally, it was found that the participants' eye movement patterns tended to be correlated with their AOI metrics, efficiency and effectiveness of accomplishing the tasks in the usability tests. However, the correlations were not absolute. We found different eye-movement patterns among participants regarding some user interface elements, such as text hyperlinks or images.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信