Geographic Biases are 'Born, not Made': Exploring Contributors' Spatiotemporal Behavior in OpenStreetMap

Jacob Thebault-Spieker, Brent J. Hecht, L. Terveen
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引用次数: 21

Abstract

The evolution of contributor behavior in peer production communities over time has been a subject of substantial interest in the social computing community. In this paper, we extend this literature to the geographic domain, exploring contribution behavior in OpenStreetMap using a spatiotemporal lens. In doing so, we observe a geographic version of a 'born, not made' phenomenon: throughout their lifespans, contributors are relatively consistent in the places and types of places that they edit. We show how these 'born, not made' trends may help explain the urban and socioeconomic coverage biases that have been observed in OpenStreetMap. We also discuss how our findings can help point towards solutions to these biases.
地理偏差是“天生的,而不是制造的”:探索贡献者在OpenStreetMap中的时空行为
随着时间的推移,对等生产社区中贡献者行为的演变一直是社会计算社区非常感兴趣的主题。在本文中,我们将这些文献扩展到地理领域,使用时空透镜探索OpenStreetMap中的贡献行为。在这样做的过程中,我们观察到一个地理版本的“出生,而不是制造”现象:在他们的一生中,贡献者在他们编辑的地方和地方类型上是相对一致的。我们展示了这些“天生而非后天”的趋势如何有助于解释在OpenStreetMap中观察到的城市和社会经济覆盖偏差。我们还讨论了我们的发现如何有助于指出这些偏见的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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