mlsanityData to 7 Oct 2026

Not at Home on the Range: Peer Production and the Urban/Rural Divide

arXiv 1908.10954 ↗First posted 28 Aug 2019cs.HC cs.CY cs.SIcited by 6

Not on the map. Why?

Abstract (arXiv)

Wikipedia articles about places, OpenStreetMap features, and other forms of peer-produced content have become critical sources of geographic knowledge for humans and intelligent technologies. In this paper, we explore the effectiveness of the peer production model across the rural/urban divide, a divide that has been shown to be an important factor in many online social systems. We find that in both Wikipedia and OpenStreetMap, peer-produced content about rural areas is of systematically lower quality, is less likely to have been produced by contributors who focus on the local area, and is more likely to have been generated by automated software agents (i.e. bots). We then codify the systemic challenges inherent to characterizing rural phenomena through peer production and discuss potential solutions.

Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). First posted on arXiv 28 Aug 2019.

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Citing papers per year: 2021: 1; 2022: 2; 2023: 0; 2024: 0; 2025: 3.

6 papers.