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Automatic configuration of smart city applications for user-centric decision support

机译:智能城市应用程序的自动配置,以用户为中心的决策支持

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摘要

Smart city applications in the Big Data era require not only techniques dedicated to dynamicity handling, but also the ability to take into account contextual information, user preferences and requirements, and real-time events to provide optimal solutions and automatic configuration for the end user. In this paper, we present a specific functionality in the design and implementation of a declarative decision support component that exploits contextual information, user preferences and requirements to automatically provide optimal configurations of smart city applications. The key property of user-centricity of our approach is achieved by enabling users to declaratively specify constraints and preferences on the solutions provided by the smart city application through the Decision Support component, and automatically map these constraints and preferences to provide optimal responses targeting user needs. We showcase the effectiveness and flexibility of our solution in two real usecase scenarios: a multimodal travel planner and a mobile parking application. All the components and algorithms described in this paper have been defined and implemented as part of the Smart City Framework CityPulse (www.ict-citypulse.eu).
机译:大数据时代的智慧城市应用不仅需要专用于动态处理的技术,而且还需要考虑上下文信息,用户首选项和要求以及实时事件的能力,以为最终用户提供最佳解决方案和自动配置。在本文中,我们在声明性决策支持组件的设计和实现中提供了一种特定功能,该组件利用上下文信息,用户首选项和要求自动提供智能城市应用程序的最佳配置。我们的方法以用户为中心的关键属性是通过使用户能够通过决策支持组件在智能城市应用程序提供的解决方案中声明性地指定约束和偏好,并自动映射这些约束和偏好以提供针对用户需求的最佳响应来实现的。我们在两个实际用例场景中展示了我们的解决方案的有效性和灵活性:多模式旅行计划器和移动停车应用程序。本文描述的所有组件和算法均已定义并实现为Smart City Framework CityPulse(www.ict-citypulse.eu)的一部分。

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