时间序列生态瞬间评估 (EMA) 数据对独立的语音第一虚拟助理的可视化
Yichen Han1, Christopher Bo Han2, Chen Chen1
1Computer Science and Engineering, University of California San Diego, La Jolla, California, United States.
概括
智能虚拟助理 (IVA) 可以帮助老年人访问数字健康信息. 在以屏幕为基础的IVAs上可视化生态瞬间评估 (EMA) 数据需要仔细考虑设计,以提高可用性和生活质量.
科学领域:
- 老年学是一门学科.
- 人与计算机的交互
- 数字健康数字健康
背景情况:
- 人口老龄化为获得数字健康信息带来了挑战.
- 基于语音的智能虚拟助理 (IVA) 显示出提高老年人生活质量的潜力.
- 生态瞬间评估 (EMA) 有效地收集基于时间的健康数据,但老年人往往无法访问.
研究的目的:
- 探索可视化时间序列EMA数据在独立的基于屏幕的IVA上的潜力.
- 为老年人设计和评估一个原型系统,以便在IVA上查询和检查他们的EMA数据.
主要方法:
- 开发一个原型系统,将EMA数据可视化集成到亚马逊回声节目中.
- 与老年医生和老年人进行初步的半结构面试,以收集设计见解.
主要成果:
- 确定了设计有效可视化基于屏幕的IVA上的时间序列EMA数据的关键考虑因素.
- 该研究强调了对这种技术的用户中心设计方法的需求.
结论:
- 基于屏幕的IVAs提供了一个潜在的平台,可以改善老年人与他们的健康数据的互动.
- 需要进一步的研究来优化对老龄化人口的IVA数据可视化设计.
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