Zong-Yao Nie

Truth inference for crowdsourcing via bias-variance fusion graph embedding

This article introduces two metrics—bias and variance—to quantify, respectively, the discrepancy between a worker’s labels and those of other workers on similar instances (bias), and the inconsistency in a worker’s own labels across different instances (variance).