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Context recognition and ubiquitous computing in smart cities: a systematic mapping

机译:智能城市中的语境识别和普遍存在的计算:系统映射

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Smart cities are one of the emerging domains for computational applications. Many of these applications may benefit from the ubiquitous computing paradigm to provide better services. An important aspect of these applications is how to obtain data about their users and understand them. Context-aware approaches has been proven to be successful in understanding these data. These solutions obtain data from one or more sensors and apply context recognition techniques to infer higher level information. Several works in the last decade have presented ubiquitous approaches for context recognition that can be applied in smart cities. Our work presents a systematic mapping that provides an overview of context recognition approaches applied in smart cities domains. Several aspects of these approaches have been analyzed, such as reasoning techniques, sensors usage, context level, and applications. Of the total 3627 papers returned in the search, 93 papers were analyzed after two filtering processes. The analysis of these papers have shown that only few recent works explored situation recognition information and the full potential of the sensing capabilities in smart cities.The main objective of this article is the identification of future open context recognition approaches allowing the development of news solutions and research.
机译:智能城市是用于计算应用的新域之一。许多这些应用程序可能会受益于普遍存在的计算范例来提供更好的服务。这些应用程序的一个重要方面是如何获取有关用户的数据并理解它们。已被证明在理解这些数据方面已经证明了上下文感知方法。这些解决方案从一个或多个传感器获取数据并应用上下文识别技术以推断更高的级别信息。过去十年的几项作品展示了可以在智能城市应用的上下文识别的无处不在的方法。我们的工作提出了一个系统的映射,概述了智能城市域中应用的上下文识别方法。已经分析了这些方法的若干方面,例如推理技术,传感器使用,上下文级别和应用程序。在搜索中返回的3627篇纸张中,在两个过滤过程后分析了93篇论文。对这些论文的分析表明,近期工程只有较少的作品探索信息和智能城市的传感能力的全部潜力。本文的主要目标是确定未来的开放语境识别方法,允许开发新闻解决方案和新闻解决方案的方法研究。

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