通过移动自然用户界面(NUI)实现长期护理中心住客的可视化

B. Arunachalan, S. Diamond, Anne Stevens, B. Talaie, Maziar Ghaderi
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引用次数: 1

摘要

在长期护理中心护理人员的日常工作流程活动中产生了大量的正式数据和非正式信息。通过使用纸质表格进行记录保存,正式获取健康数据,以便定期更新;然而,获取与居民活动有关的非正式信息更具挑战性。这些非结构化的数据包括社会联系、家庭事件、治疗和其他事件。挑战首先来自这些数据集的数字化和汇总,因为在长期护理中,这两个数据集对于评估和支持福祉至关重要。其次,可视化分析旨在为护理人员提供更好、更有效的方法来了解长期居民状态的变化,同时立即改善他们的服务。数据的自动处理和比较是有价值的,但需要人类的判断来将分析应用于特定居民的护理,并在类似的群体中发展支持。这表明自动化分析方法和交互式可视化方法的集成是必要的。第三,直接的多传感器手持设备承诺提供一套自然输入方式,提供交互技术,如语音、手势、触摸和其他基于传感器的技术,这些技术可以促进实时分析的便利性。在我们的研究中,我们专注于提供有效的可视化分析工具,并结合适当的自然用户界面(NUI)。在这张海报中,我们展示了一套NUI设计,旨在为护理人员创建一个社交媒体平台,该平台集成了自动分析方法和自然交互技术,使护理人员能够捕获、存储、可视化和分析正式数据和非正式信息。我们的研究将评估NUI是否会对长期照顾者的支持产生影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visualization of residents in long-term care centres through mobile natural user interfaces (NUI)
Large volumes of formal data and informal information are generated in daily workflow activities of caregivers at long-term care centers. Health data are captured formally through record keeping using paper based forms for regular updates; however, capturing informal information related to resident activities is more challenging. This unstructured data covers social contacts, family events, therapy sessions, and other happenings. The challenges arise firstly from digitizing and aggregating these data sets, because in long-term care, both datasets are essential to assess and support well-being. Secondly, visual analytics seeks to provide caregivers with much better and more effective ways to understand changes in residents' status over long durations, while improving their services immediately. Automated processing and comparison of data is valuable yet human judgment is required to apply analyses to the care of specific residents and develop support across similar groups. This suggests that the integration of automated analysis methods and interactive visualization methods is necessary. Thirdly, direct, multi-sensor handheld devices promise a set of natural input modality in providing interaction techniques such as speech, gesture, touch, and other sensor-based techniques that may facilitate just-in-time ease of analysis. In our research, we concentrate on providing effective visual analytics tools combined with appropriate natural user interfaces (NUI). In this poster, we present a set of NUI designs towards creating a social media platform for caregivers, which integrates automated analysis methods and natural interaction techniques to enable caregivers to capture, store, visualize, and analyze both formal data and informal information. Our research will evaluate whether NUI's make a difference in supporting long-term caregivers.
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