海报:移动电话的虚拟传感框架

J. Hammer, Tingxin Yan
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引用次数: 6

摘要

这项工作提出了一个虚拟感知框架,利用操作系统事件进行节能上下文推理。具体来说,我们提出了一组新的特征,可以从虚拟传感器中提取,并用于推断移动用户的逻辑状态,如工作状态、社交状态和压力状态。初步结果表明,该框架具有良好的推理性能,具有广泛的应用前景。
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Poster: A virtual sensing framework for mobile phones
This work presents a virtual sensing framework by exploiting operating system events for energy efficient context inference. Specifically, we present a novel set of features that can be extracted from virtual sensors and used to infer the logical status of mobile users, such as isWorking, isSocial, and isStressful. The preliminary results indicate promising inference performance and suggest a wide range of applications of the proposed framework.
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