Three-way decision-based label integration for crowdsourcing

Can Pan, Liangxiao Jiang, Chaoqun Li

Abstract: Highlights•Crowdsourcing provides an effective way to collect labels from crowd workers.•Label integration aims to infer each instance’s true label.•This paper proposes a three-way decision-based label integration algorithm.•The extensive experiments validate the effectiveness of the proposed algorithm.