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VA-Blueprint: Uncovering Building Blocks for Visual Analytics System Design
Leonardo Ferreira, Gustavo Moreira, Fabio Miranda
https://arxiv.org/abs/2508.07497 https://

VA-Blueprint: Uncovering Building Blocks for Visual Analytics System Design
Designing and building visual analytics (VA) systems is a complex, iterative process that requires the seamless integration of data processing, analytics capabilities, and visualization techniques. While prior research has extensively examined the social and collaborative aspects of VA system authoring, the practical challenges of developing these systems remain underexplored. As a result, despite the growing number of VA systems, there are only a few structured knowledge bases to guide their d…

LLMs in Wikipedia: Investigating How LLMs Impact Participation in Knowledge Communities
Moyan Zhou, Soobin Cho, Loren Terveen
https://arxiv.org/abs/2509.07819 https://

LLMs in Wikipedia: Investigating How LLMs Impact Participation in Knowledge Communities
Large language models (LLMs) are reshaping knowledge production as community members increasingly incorporate them into their contribution workflows. However, participating in knowledge communities involves more than just contributing content - it is also a deeply social process. While communities must carefully consider appropriate and responsible LLM integration, the absence of concrete norms has left individual editors to experiment and navigate LLM use on their own. Understanding how LLMs i…