A Two-Level Highlighting Technique Based on Gaze Direction to Improve Target Pointing and Selection on a Big Touch Screen

IF 2.4 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Multimodal Technologies and Interaction Pub Date : 2024-04-10 DOI:10.3390/mti8040029
Valéry Marcial Monthe, Thierry Duval
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Abstract

In this paper, we present an approach to improve pointing methods and target selection on tactile human–machine interfaces. This approach defines a two-level highlighting technique (TLH) based on the direction of gaze for target selection on a touch screen. The technique uses the orientation of the user’s head to approximate the direction of his gaze and uses this information to preselect the potential targets. An experimental system with a multimodal interface has been prototyped to assess the impact of TLH on target selection on a touch screen and compare its performance with that of traditional methods (mouse and touch). We conducted an experiment to assess the effectiveness of our proposition in terms of the rate of selection errors made and time for completion of the task. We also made a subjective estimation of ease of use, suitability for selection, confidence brought by the TLH, and contribution of TLH to improving the selection of targets. Statistical results show that the proposed TLH significantly reduces the selection error rate and the time to complete tasks.
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基于注视方向的两级高亮技术,用于改进大触摸屏上的目标指向和选择
在本文中,我们提出了一种在触觉人机界面上改进指向方法和目标选择的方法。这种方法定义了一种基于注视方向的两级高亮技术(TLH),用于在触摸屏上选择目标。该技术利用用户头部的方向来近似判断其注视方向,并利用这一信息来预选潜在目标。为了评估 TLH 对在触摸屏上选择目标的影响,并将其性能与传统方法(鼠标和触摸)进行比较,我们制作了一个具有多模态界面的实验系统原型。我们进行了一项实验,从选择错误率和完成任务所需的时间两方面来评估我们建议的有效性。我们还对 TLH 的易用性、适合选择的程度、TLH 带来的信心以及 TLH 对改进目标选择的贡献进行了主观评估。统计结果表明,建议的 TLH 能显著减少选择错误率和完成任务的时间。
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来源期刊
Multimodal Technologies and Interaction
Multimodal Technologies and Interaction Computer Science-Computer Science Applications
CiteScore
4.90
自引率
8.00%
发文量
94
审稿时长
4 weeks
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