Modeling Gliding-based Target Selection for Blind Touchscreen Users.

Yu-Jung Ko, Shirin Feiz, I V Ramakrishnan, Aini Putkonen, Yuheng Wang, Antti Oulasvirta, Ali Selman Aydin, Vikas Ashok, Xiaojun Bi
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Abstract

Gliding a finger on touchscreen to reach a target, that is, touch exploration, is a common selection method of blind screen-reader users. This paper investigates their gliding behavior and presents a model for their motor performance. We discovered that the gliding trajectories of blind people are a mixture of two strategies: 1) ballistic movements with iterative corrections relying on non-visual feedback, and 2) multiple sub-movements separated by stops, and concatenated until the target is reached. Based on this finding, we propose the mixture pointing model, a model that relates movement time to distance and width of the target. The model outperforms extant models, improving R2 from 0.65 for Fitts' law to 0.76, and is superior in cross-validation and information criteria. The model advances understanding of gliding-based target selection and serves as a tool for designing interface layouts for screen-reader based touch exploration.

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基于滑动的盲人触摸屏目标选择建模。
在触摸屏上滑动手指到达目标,即触摸探索,是盲读屏用户常用的选择方法。本文研究了它们的滑行行为,并建立了它们的运动性能模型。我们发现盲人的滑翔轨迹是两种策略的混合:1)依靠非视觉反馈进行迭代修正的弹道运动,2)由停止分开的多个子运动,并连接直到到达目标。基于这一发现,我们提出了混合指向模型,该模型将运动时间与目标的距离和宽度联系起来。该模型优于现有模型,将Fitts定律的R2从0.65提高到0.76,并且在交叉验证和信息标准方面具有优势。该模型促进了对基于滑动的目标选择的理解,并作为设计基于屏幕阅读器的触摸探索界面布局的工具。
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Modeling Gliding-based Target Selection for Blind Touchscreen Users. MobileHCI '21: 23rd International Conference on Mobile Human-Computer Interaction, Extented Abstracts, Toulouse & Virtual Event, France, 27 September 2021 - 1 October 2021 Mobile Manifestations of Alertness: Connecting Biological Rhythms with Patterns of Smartphone App Use. Designing a multi-input modality architecture for universal accessibility Monox: extensible gesture notation for mobile devices
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