加强网站可用性测试:将眼动跟踪、GSR 和 SUS 数据与性别偏好相关联

Ismael A. Ali
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引用次数: 0

摘要

拥有专业的网站开发团队可以制作出专业的网站,但并不能保证网站达到预期的可用性。本研究提出了一种多层次的综合方法,用于研究网站可用性测试中不同用户意识层之间的相关性。它利用了眼动跟踪的视觉注意力数据、皮肤电反应的情感投入数据和系统可用性量表的自我报告数据。使用Gazepoint GP3系统对18名用户进行的AUK和UoZ大学网站测试显示,用户意识的不同层次之间存在深刻的关联,例如高情感投入与较高的固定次数和较短的完成时间相关,因此SUS分数较低。而低情感投入与较低的固定次数、较长的完成时间相关,因此 SUS 分数较高。性别偏好验证了文献中的结果,即女性用户的情绪亢奋程度通常较高,因此完成时间较短,SUS 分数较低。设计问题以改进建议的形式呈现。研究结果强调了在网站可用性测试中考虑不同层次用户意识的重要性,以及性别偏好的重要性。最后,介绍了目前的局限性和未来的工作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ENHANCING WEBSITE USABILITY TESTING: CORRELATING EYE-TRACKING, GSR, AND SUS DATA WITH RESPECT TO GENDER PREFERENCES
Having a professional team of web developers can produce a professional website, but cannot guarantee an expected usable website. This study presents a comprehensive multilayer approach for examining the correlations between different layers of user consciousness in website usability testing. It utilizes visual attention data from eye-tracking, emotional engagement data from galvanic skin response, and self-reporting data from the system usability scale. Testing AUK and UoZ university websites with 18 users using the Gazepoint GP3 system revealed insightful correlations among different layers of user consciousness, such as high emotional engagement is associated with higher fixation counts and shorter time-to-complete and thus lower SUS scores. Whereas low emotional engagement is associated with lower fixation counts, longer time-to-complete, and thus higher SUS scores. Gender preferences verifies the results from the literature on female users generally experiencing higher emotional arousal thus having lower time-to-complete and lower SUS scores. Design problems are presented in the form of improvement recommendations. The findings of the study highlight the importance of considering different layers of user consciousness in website usability testing, as well as the importance of gender preferences. Finally, current limitations and future works are presented.
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