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Urban Informatics in the Science and Practice of Planning

机译:城市信息学在策划科学与实践中

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The vast amount of data being generated in and about cities creates both an opportunity and a dilemma for urban policymakers and planners. This paper articulates the theoretical, practical, and pedagogical foundations for the fields of urban informatics and civic analytics and outlines the challenges to effectively applying big data and computational methods to urban management, policy, and planning. It describes the state of the field, defines the range of applications in the urban context, and presents key considerations in training scientists that both acknowledge and capitalize on shifting modes of learning, working, and decision making. Situated within the ethical and moral landscape of data analytics, it articulates the knowledge and skills needed by future urban science practitioners and concludes with a discussion of data-driven problem solving in the urban context.
机译:在城市和关于城市产生的大量数据会为城市政策制定者和规划者创造一个机会和困境。 本文阐明了城市信息学和公民分析领域的理论,实践和教学基础,概述了有效地将大数据和计算方法应用于城市管理,政策和规划的挑战。 它描述了该领域的状态,定义了城市环境中的应用范围,并提出了培训科学家的关键考虑因素,以证实和利用转移学习,工作和决策模式。 在数据分析的道德和道德景观范围内,它阐明了未来城市科学从业者所需的知识和技能,并讨论了在城市背景下解决了数据驱动问题的结论。

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