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An Efficient Agent Based Data Management Method of NoSQL Environments for Health Care Applications

机译：基于NoSQL环境的基于高效的代理数据管理方法用于医疗保健应用

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Background: As medical knowledge is continuously expanding and diversely located, Health Information Technology (HIT) applications are proposed as a good prospect for improving not only the efficiency and the effectiveness but also the quality of healthcare services delivery. The technologies expected to shape such innovative HIT architectures include: Mobile agents (Mas) and NoSQL technologies. Mobile agents provide an inherent way of tackling distributed problems of accessing heterogeneous and spatially diverse data sources. NoSQL technology gains ground for the development of scalable applications with non-static and open data schema from complex and diverse sources. Methods and Design: This paper conducts a twofold study: It attempts a literature review of the applications based on the mobile agent (MA) and NoSQL technologies for healthcare support services. Subsequently, a pilot system evaluates the NoSQL technology against the relational one within a distributed environment based on mobile agents for information retrieval. Its objective is to study the feasibility of developing systems that will employ ontological data representation and task implementation through mobile agents towards flexible and transparent health data monitoring. Results and Discussion: The articles studied focus on applying mobile agents for patient support and healthcare services provision thus as to make a positive contribution to the treatment of chronic diseases. In addition, attention is put on the design of platform neutral techniques for clinical data gathering and dissemination over NoSQL. The experimental environment was based on the Apache Jena Fuseki NoSQL server and the JAVA Agent DEvelopment Framework -JADE agent platform. The results reveal that the NoSQL implementation outperforms the standard relational one.
机译：背景：由于医学知识不断扩大且多样化，卫生信息技术（命中）申请被提出作为改善效率和有效性的良好前景，也是良好的效率，也是效率的良好前景，而且还提出了医疗保健服务的质量。预期塑造这种创新的灾难架构的技术包括：移动代理（MAS）和NoSQL技术。移动代理提供处理访问异构和空间多样化数据源的分布式问题的固有方法。 NoSQL技术获得了从复杂和不同来源的非静态和开放数据模式开发可扩展应用的基础。方法和设计：本文进行了双重研究：它试图基于移动代理（MA）和NoSQL技术的应用程序的文献综述，用于医疗保健支持服务。随后，导频系统基于移动代理在分布式环境中评估NoSQL技术，用于基于移动代理进行信息检索。其目的是研究开发系统的可行性，这些系统将通过移动代理录向灵活和透明的健康数据监测来使用本体数据代表和任务实施。结果与讨论：研究了专注于应用移动代理的患者支持和医疗服务的施用，从而为慢性疾病的治疗作出积极贡献。此外，对临床数据收集和传播的平台中性技术进行了注意力，请参阅NoSQL的平台中性技术。实验环境基于Apache Jena Fuseki NoSQL Server和Java代理开发框架-Jade代理平台。结果表明，NoSQL实现优于标准关系胜利。

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