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Augmented Coaching Ecosystem for Non-obtrusive Adaptive Personalized Elderly Care on the Basis of Cloud-Fog-Dew Computing Paradigm

机译:非突出自适应个性化的增强教练生态系统   基于云雾计算范式的老年人护理

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摘要

The concept of the augmented coaching ecosystem for non-obtrusive adaptivepersonalized elderly care is proposed on the basis of the integration of newand available ICT approaches. They include the multimodal user interface(MMUI), augmented reality (AR), machine learning (ML), Internet of Things(IoT), and machine-to-machine (M2M) interactions. The ecosystem is based on theCloud-Fog-Dew computing paradigm services, providing a full symbiosis byintegrating the whole range from low-level sensors up to high-level servicesusing integration efficiency inherent in synergistic use of appliedtechnologies. Inside of this ecosystem, all of them are encapsulated in thefollowing network layers: Dew, Fog, and Cloud computing layer. Instead of the"spaghetti connections", "mosaic of buttons", "puzzles of output data", etc.,the proposed ecosystem provides the strict division in the following dataflowchannels: consumer interaction channel, machine interaction channel, andcaregiver interaction channel. This concept allows to decrease the physical,cognitive, and mental load on elderly care stakeholders by decreasing thesecondary human-to-human (H2H), human-to-machine (H2M), and machine-to-human(M2H) interactions in favor of M2M interactions and distributed Dew Computingservices environment. It allows to apply this non-obtrusive augmented realityecosystem for effective personalized elderly care to preserve their physical,cognitive, mental and social well-being.
机译:在整合新的和可用的ICT方法的基础上,提出了针对非干扰性自适应个性化老年人护理的增强型教练生态系统的概念。它们包括多模式用户界面(MMUI),增强现实(AR),机器学习(ML),物联网(IoT)和机器对机器(M2M)交互。该生态系统基于Cloud-Fog-Dew计算范式服务,通过使用应用技术协同使用所固有的集成效率,集成了从低级传感器到高级服务的整个范围,从而提供了完全的共生关系。在此生态系统内部,所有这些元素都封装在以下网络层中:露水,雾和云计算层。提议的生态系统代替了“意大利面条连接”,“按钮的马赛克”,“输出数据的拼图”等,在以下数据流通道中提供了严格的划分:消费者交互通道,机器交互通道和护理者交互通道。通过减少次要人机交互(H2H),人机交互(H2M)和人机交互(M2H)的交互作用,此概念可以减少老年护理利益相关者的身体,认知和心理负担M2M交互和分布式Dew Computingservices环境。它允许将这种非干扰性的增强现实生态系统应用于有效的个性化老年人护理,以维护他们的身体,认知,心理和社会福祉。

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