CASASviz:智能环境中基于网络的行为模式可视化

Chao Chen, Prafulla N. Dawadi
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引用次数: 20

摘要

延长老年人在家中独立生活能力的需求已成为智能环境研究的一个重要领域。在本提案中,我们展示了一个基于网络的可视化系统(CASASviz),该系统集成了智能环境中居民行为模式的监测、分析和自动识别。在我们的数据采集模块中,我们收集来自CASAS智能公寓试验台的真实传感器数据。对于我们的数据适配器,我们将原始数据转换为不同可视化应用程序的各种兼容格式。在我们的可视化应用模块中,我们可视化居民行为图,允许用户了解他们在我们的智能环境中的行为模式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CASASviz: Web-based visualization of behavior patterns in smart environments
The need to prolong the ability for older adults to live at home independently has become an important area of smart environment research. In this proposal, we demonstrate a web-based visualization system (CASASviz) that integrates monitoring, analysis, and automated recognition of residents behavior patterns in smart environments. In our data collection module, we collect real sensor data from the CASAS smart apartment testbed. For our data adapter, we translate the raw data to various compatible formats for different visualization applications. In our visualization application module, we visualize resident behavior graphs that allow users to understand their behavior patterns in our smart environments.
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