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Being Smarter about Space: Drawing Lessons from Spatial Science

机译:聪明的空间:空间科学的课程

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Smart technology-in its many facets-is often critiqued within geography in ways that parallel the critiques of quantitative geography in the 1960s and GIScience in the 1990s. In this way, both the development of "smart" technology itself and its criticisms are the latest chapter in a long-standing disciplinary debate around quantification and technology. We reevaluate this history and argue that quantitative methodology and its theoretical critiques are not as incompatible as often claimed. To illustrate how we might address this apparent tension between theory and quantitative methods, we review how both approaches conceptualize one of geography's core concepts-space-and highlight opportunities for symbiosis. Although smart technologies can further orthodox positivist approaches, we argue that the actual practice is more nuanced and not necessarily absolute or totalizing. For example, recent computational work builds on critical geographic theories to analyze and visualize topological and relational spaces, relevant to topics such as gentrification and segregation. The result is not a geography in which smart technology and algorithms remove the need for human input but rather a rejoinder in line with the recent resurgence of a critical quantitative geography. In short, the result is a geography where social theory and the human intellect play a key role in guiding computational approaches to analyze the largest, most versatile, most and relevant data sets on social space that we have ever had. Key Words: geocomputation, GIScience,smart technology, space, spatial science.
机译:智能技术 - 在其许多方面 - 通常在地理位置中批评在20世纪90年代和20世纪90年代的定量地理批评。通过这种方式,“智能”技术本身的发展和其批评都是在量化和技术周围长期纪律辩论的最新章节。我们重新评估了这一历史,并争辩说定量方法和理论批评并不像经常声称的那样不相容。为了说明我们如何在理论和定量方法之间解决这种明显的张力,我们审查了两种方法如何概念化地理核心概念 - 空间之一,并突出了共生的机会。虽然智能技术可以进一步正统的正统方法,但我们认为实际做法更细致,不一定是绝对的或完整的。例如,最近的计算工作构建了分析和可视化拓扑和关系空间的关键地理理论,与绅士和偏析等主题相关。结果不是一种地理位置,其中智能技术和算法消除了对人类输入的需要,而是符合临界定量地理的最近重新疗程的rejoinder。简而言之,结果是社会理论和人类智力在指导计算方法中发挥关键作用的地理位置,以分析我们所拥有的社会空间上的最大,最通用,大多数和相关数据集。关键词:地理困境,GISCING,智能技术,空间,空间科学。

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