Ziwei Dong

schoolEmory Universitybar_chart#5380 Global Rank

Total Papers

HCI Rank

#5380

Research Areas

Years Active

Recent Publications

Evaluating Behavior Change Interventions for Responsible Data Science

The adoption of responsible data science (RDS) practices in AI development remains inadequate despite growing awareness of algorithmic harms. One measure of success is by observing practitioners’ behaviors – namely, their adoption of responsible sequences of behaviors in their model building practice. This paper evalu…

CSCW '251st AuthorResponsible and Ethical AI

Behavior Matters: An Alternative Perspective on Promoting Responsible Data Science

Data science pipelines inform and influence many daily decisions, from what we buy to who we work for and even where we live. When designed incorrectly, these pipelines can easily propagate social inequity and harm. Traditional solutions are technical in nature; e.g., mitigating biased algorithms. In this vision paper…

IUI '251st AuthorAI Ethics, Fairness & Accountability +1

A Design Space of Behavior Change Interventions for Responsible Data Science

Behavior change theories, rooted in psychology and sociology, offer valuable insights into why and how individuals and groups modify their actions and decisions. By leveraging these theories in the context of responsible data science, we can better understand and influence the behaviors of data scientists, who play a…

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