MineXR: Mining Personalized Extended Reality Interfaces

ArXiv Pub Date : 2024-03-12 DOI:10.1145/3613904.3642394
Hyunsung Cho, Yukang Yan, Kashyap Todi, Mark Parent, Missie Smith, Tanya R. Jonker, Hrvoje Benko, David Lindlbauer
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Abstract

Extended Reality (XR) interfaces offer engaging user experiences, but their effective design requires a nuanced understanding of user behavior and preferences. This knowledge is challenging to obtain without the widespread adoption of XR devices. We introduce MineXR, a design mining workflow and data analysis platform for collecting and analyzing personalized XR user interaction and experience data. MineXR enables elicitation of personalized interfaces from participants of a data collection: for any particular context, participants create interface elements using application screenshots from their own smartphone, place them in the environment, and simultaneously preview the resulting XR layout on a headset. Using MineXR, we contribute a dataset of personalized XR interfaces collected from 31 participants, consisting of 695 XR widgets created from 178 unique applications. We provide insights for XR widget functionalities, categories, clusters, UI element types, and placement. Our open-source tools and data support researchers and designers in developing future XR interfaces.
MineXR:挖掘个性化扩展现实界面
扩展现实(XR)界面提供了引人入胜的用户体验,但其有效设计需要对用户行为和偏好有细致入微的了解。在 XR 设备没有得到广泛应用的情况下,要获得这方面的知识具有挑战性。我们介绍的 MineXR 是一种设计挖掘工作流程和数据分析平台,用于收集和分析个性化 XR 用户交互和体验数据。MineXR 能够从数据收集的参与者那里激发个性化界面:对于任何特定情境,参与者都可以使用自己智能手机上的应用截图创建界面元素,将其放置在环境中,并同时在耳机上预览由此产生的 XR 布局。利用 MineXR,我们收集了 31 位参与者的个性化 XR 界面数据集,其中包括从 178 个独特应用中创建的 695 个 XR 部件。我们对 XR 小工具的功能、类别、集群、用户界面元素类型和位置进行了深入分析。我们的开源工具和数据可为研究人员和设计人员开发未来的 XR 界面提供支持。
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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