情感键:面向智能手机用户不显眼的压力感知

Marc Exposito, Rosalind W. Picard, Javier Hernández
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引用次数: 20

摘要

这项工作探索了使用压力感应来捕捉智能手机用户在打字时的压力线索。在一项受控的实验室研究中,11名参与者被要求以平衡的顺序写下最近一次压力和放松的经历。初步结果显示,在两种情况下,打字压力的增加与自我报告的压力之间存在显著的正相关(r=0.75, p=0.0081)。此外,我们观察到打字压力基线与自我报告的压力之间存在显著的负相关(r=-0.74, p=0.0093)。这些发现可以帮助开发侵入性较小的应力测量方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Affective keys: towards unobtrusive stress sensing of smartphone users
This work explores the use of pressure-sensing to capture cues of the stress of smartphone users while typing. In a controlled laboratory study, 11 participants were asked to write about a recent stressful and relaxing experience in counterbalanced order. Preliminary results show a significant positive correlation between the increase in typing pressure and self-reported stress across the two conditions (r=0.75, p=0.0081). In addition, we observed a significant negative correlation between the typing pressure baseline and the self-reported stress (r=-0.74, p=0.0093). These findings can help inform the development of less invasive methods for stress measurement.
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