Bowen Yu

schoolUniversity of Minnesota - Twin Citiesbar_chart#4298 Global Rank

Total Papers

HCI Rank

#4298

Research Areas

Years Active

Recent Publications

Keeping Designers in the Loop: Communicating Inherent Algorithmic Trade-offs Across Multiple Objectives

Artificial intelligence algorithms have been used to enhance a wide variety of products and services, including assisting human decision making in high-stake contexts. However, these algorithms are complex and have trade-offs, notably between prediction accuracy and fairness to population subgroups. This makes it hard…

CHI '202nd AuthorHonorable MentionContent Moderation & Platform Governance +3

Keeping Community in the Loop: Understanding Wikipedia Stakeholder Values for Machine Learning-Based Systems

On Wikipedia, sophisticated algorithmic tools are used to assess the quality of edits and take corrective actions. However, algorithms can fail to solve the problems they were designed for if they conflict with the values of communities who use them. In this study, we take a Value-Sensitive Algorithm Design approach t…

CHI '182nd AuthorCommunity Collaboration & Wikipedia +1

Content is King, Leadership Lags: Effects of Prior Experience on Newcomer Retention and Productivity in Online Production Groups

Organizers of online groups often struggle to recruit members who can most effectively carry out the group's activities and remain part of the group over time. In a study of a sample of 30,000 new editors belonging to 1,054 English WikiProjects, we empirically examine the effects of generalized prior work-productivity…

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