Monchu Chen

schoolFigure Eightbar_chart#7697 Global Rank

Total Papers

HCI Rank

#7697

Research Areas

Years Active

Recent Publications

Quality Control in Crowdsourcing based on Fine-Grained Behavioral Features

Crowdsourcing is popular for large-scale data collection and labeling, but a major challenge is on detecting low-quality submissions. Recent studies have demonstrated that behavioral features of workers are highly correlated with data quality and can be useful in quality control. However, these studies primarily lever…

CHI '19CorrespondingAI Ethics, Fairness & Accountability +2

Rehumanized Crowdsourcing: A Labeling Framework Addressing Bias and Ethics in Machine Learning

The increased use of machine learning in recent years led to large volumes of data being manually labeled via crowdsourcing microtasks completed by humans. This brought about dehumanization effects, namely, when task requesters overlook the humans behind the task, leading to issues of ethics (e.g., unfair payment) and…

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