12 citations · 13 across the 5 of their papers we have counts for
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cs.HC2025
Who Leads? Comparing Human-Centric and Model-Centric Strategies for Defining ML Target Variables
Mengtian Guo, David Gotz, Yue Wang
Predictive modeling has the potential to enhance human decision-making. However, many predictive models fail in practice due to problematic problem formulation in cases where the p…
cs.HC2023★ 1 cited
Human-Computer Collaboration for Visual Analytics: an Agent-based Framework
Shayan Monadjemi, Mengtian Guo, David Gotz +2
The visual analytics community has long aimed to understand users better and assist them in their analytic endeavors. As a result, numerous conceptual models of visual analytics ai…
cs.HC2022★ 12 cited
A Design Space for Surfacing Content Recommendations in Visual Analytic Platforms
Zhilan Zhou, Wenyuan Wang, Mengtian Guo +2
Recommendation algorithms have been leveraged in various ways within visualization systems to assist users as they perform of a range of information tasks. One common focus for the…