arXiv Open Access 2026

Linguistic Similarity Within Centralized FLOSS Development

Matthew Gaughan Aaron Shaw Darren Gergle
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Abstrak

When free/libre and open source software (FLOSS) stewards centralize project development, they potentially undermine project sustainability and impact how contributors talk to each other. To study the relationship between steward-centralized development and contributor discussion, we compared the development of three Wikimedia platform features that the Wikimedia Foundation (WMF) built in MediaWiki. In a mixed-methods multi-case comparison, we used repository mining, linguistic style features, and principal component analysis to track MediaWiki feature development and issue discussions. Contrary to both our intuition and prior work, there were no identifiable differences in the linguistic style of WMF-affiliates and external contributors, even when feature development was guided by WMF contributions. From these results, we offer two provocations to the study of collaborative FLOSS development: (1) stewards dominate development according to their own use of specific project functionality; (2) centralized project development does not entail hierarchical language within project discussions.

Topik & Kata Kunci

Penulis (3)

M

Matthew Gaughan

A

Aaron Shaw

D

Darren Gergle

Format Sitasi

Gaughan, M., Shaw, A., Gergle, D. (2026). Linguistic Similarity Within Centralized FLOSS Development. https://arxiv.org/abs/2603.12571

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Informasi Jurnal
Tahun Terbit
2026
Bahasa
en
Sumber Database
arXiv
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Open Access ✓