Distribution-Aware Crowdsourced Entity Collection

The problem of crowdsourced entity collection solicits people (a.k.a. workers) to complete missing data in a database and has witnessed many applications in knowledge base completion and enterprise data collection. Although previous studies have attempted to address the “open world” challenge of crowdsourced entity collection, they do not pay much attention to the “distribution” of the collected e...