Galen Weld

dblp:192/2424 · also Galen Cassebeer Weld · DBLP profile ↗
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5ranked-venue papers in the field
4as first author
5since 2021 · last 2025
0000-0002-2106-9889ORCID · verified

Domains — venue-derived; a paper can count in several

Information Retrieval & Web Search · 5 (4 first)
YearPublicationVenuePosition
2025 Reddit Rules and Rulers: Quantifying the Link Between Rules and Perceptions of Governance Across Thousands of Communities
abstract
Rules are a critical component of the functioning of nearly every online community, yet it is challenging for community moderators to make data-driven decisions about what rules to set for their communities. The connection between a community's rules and how its membership feels about its governance is not well understood. In this work, we conduct the largest-to-date analysis of rules on Reddit, collecting a set of 67,545 unique rules across 5,225 communities which collectively account for more than 67% of all content on Reddit. More than just a point-in-time study, our work measures how communities change their rules over a 5+ year period. We develop a method to classify these rules using a taxonomy of 17 key attributes extended from previous work. We assess what types of rules are most prevalent, how rules are phrased, and how they vary across communities of different types. Using a dataset of communities' discussions about their governance, we are the first to identify the rules most strongly associated with positive community perceptions of governance: rules addressing who participates, how content is formatted and tagged, and rules about commercial activities. We conduct a longitudinal study to quantify the impact of adding new rules to communities, finding that after a rule is added, community perceptions of governance immediately improve, yet this effect diminishes after six months. Our results have important implications for platforms, moderators, and researchers. We make our classification model and rules datasets public to support future research on this topic.
Leon Leibmann, Galen Weld, Amy X. Zhang, Tim Althoff
ICWSM2
2024 Making Online Communities 'Better': A Taxonomy of Community Values on Reddit
abstract
Many researchers studying online communities seek to make them better. However, beyond a small set of widely-held values, such as combating misinformation and abuse, determining what `better’ means can be challenging, as community members may disagree, values may be in conflict, and different communities may have differing preferences as a whole. In this work, we present the first study that elicits values directly from members across a diverse set of communities. We survey 212 members of 627 unique subreddits and ask them to describe their values for their communities in their own words. Through iterative categorization of 1,481 responses, we develop and validate a comprehensive taxonomy of community values, consisting of 29 subcategories within nine top-level categories enabling principled, quantitative study of community values by researchers. Using our taxonomy, we reframe existing research problems, such as managing influxes of new members, as tensions between different values, and we identify understudied values, such as those regarding content quality and community size. We call for greater attention to vulnerable community members' values, and we make our codebook public for use in future research.
Galen Weld, Amy X. Zhang, Tim Althoff
ICWSM1
2022 Adjusting for Confounders with Text: Challenges and an Empirical Evaluation Framework for Causal Inference
Galen Weld, Peter West, Maria Glenski, David T. Arbour, Ryan Rossi, Tim Althoff
ICWSM1
2022 What Makes Online Communities 'Better'? Measuring Values, Consensus, and Conflict across Thousands of Subreddits
Galen Weld, Amy X. Zhang, Tim Althoff
ICWSM1
2021 Political Bias and Factualness in News Sharing across more than 100, 000 Online Communities
Galen Weld, Maria Glenski, Tim Althoff
ICWSM1