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LifeLogging: Personal Big Data

机译:LifeLogging:个人大数据

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摘要

We have recently observed a convergence of technologies to foster the emergence of lifelogging as a mainstream activity. Computer storage has become significantly cheaper, and advancements in sensing technology allows for the efficient sensing of personal activities, locations and the environment. This is best seen in the growing popularity of the quantified self movement, in which life activities are tracked using wearable sensors in the hope of better understanding human performance in a variety of tasks. This review aims to provide a comprehensive summary of lifelogging, to cover its research history, current technologies, and applications. Thus far, most of the lifelogging research has focused predominantly on visual lifelogging in order to capture life details of life activities, hence we maintain this focus in this review. However, we also reflect on the challenges lifelogging poses to an information retrieval scientist. This review is a suitable reference for those seeking an information retrieval scientist's perspective on lifelogging and the quantified self.
机译:最近,我们观察到技术的融合,以促进生活日志作为主流活动的出现。计算机存储已经变得非常便宜,并且传感技术的进步允许有效地传感个人活动,位置和环境。从量化自我运动的日益普及中可以最好地看出这一点,其中使用可穿戴式传感器跟踪生活活动,以期更好地了解人类在各种任务中的表现。这篇综述旨在提供生活日志的综合摘要,以涵盖其研究历史,当前技术和应用。迄今为止,大多数生命记录研究主要集中在视觉生命记录上,以捕获生活活动的生活细节,因此,在本文中,我们将重点放在这一方面。但是,我们还反思了生活日志记录对信息检索科学家提出的挑战。这篇综述对于那些寻求信息检索科学家关于生命记录和量化自我的观点的人来说是合适的参考。

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