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Wandering Behaviors Detection for Dementia Patients: a Survey

机译:痴呆症患者的流浪行为检测:一项调查

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Dementia is an age-associated impairment that could affect about 135 million people worldwide by the year 2050. People with dementia suffer from memory and orientation problems, which cause them to wander and get lost. Advances in technologies and connectivity can be leveraged to reduce the risk of unsafe wandering. In this paper, we present a survey of state-of-the-art technologies and methodologies, which are used for tracking and detection of wandering behaviors. The survey provides a compilation of the most related works in the literature and commercial fields, discusses their aspects and limitations, with the aim to benefit future efforts in this domain. We found that several approaches exist to tackle the problem of wandering, where most of the reviewed works tend to focus on the technical side, rather than adopting a user-centric design. We also observe that the commercial systems are lagging behind the research efforts, which can have a great impact if wisely applied in real world applications. Finally, we review the related sides of security, privacy and ethical concerns around the development of tracking systems, and present general recommendations for developing systems that respect these sides.
机译:痴呆症是一种与年龄相关的损伤,到2050年可能会影响全世界约1.35亿人。患有痴呆症的人患有记忆力和方向性问题,导致他们流浪和迷路。可以利用技术和连接的进步来减少不安全漫游的风险。在本文中,我们介绍了用于跟踪和检测流浪行为的最新技术和方法。该调查汇总了文学和商业领域中最相关的作品,讨论了它们的方面和局限性,目的是使该领域的未来工作受益。我们发现存在几种解决游荡问题的方法,其中大多数已审阅的作品都倾向于侧重于技术方面,而不是采用以用户为中心的设计。我们还观察到商业系统滞后于研究工作,如果将其明智地应用于现实世界中的应用,将会产生巨大的影响。最后,我们回顾了有关跟踪系统开发的安全,隐私和道德问题的相关方面,并提出了开发尊重这些方面的系统的一般建议。

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