A Worker-Task Specialization Model for Crowdsourcing: Efficient Inference and Fundamental Limits

Doyeon Kim, Jeonghwan Lee, Hye Won Chung

Crowdsourcing system has emerged as an effective platform for labeling data with relatively low cost by using non-expert workers. Inferring correct labels from multiple noisy answe…