Ontology highlight
ABSTRACT:
SUBMITTER: Torre M
PROVIDER: S-EPMC6392254 | biostudies-literature | 2019
REPOSITORIES: biostudies-literature
Torre Marina M Nakayama Shinnosuke S Tolbert Tyrone J TJ Porfiri Maurizio M
PloS one 20190227 2
The "noisy labeler problem" in crowdsourced data has attracted great attention in recent years, with important ramifications in citizen science, where non-experts must produce high-quality data. Particularly relevant to citizen science is dynamic task allocation, in which the level of agreement among labelers can be progressively updated through the information-theoretic notion of entropy. Under dynamic task allocation, we hypothesized that providing volunteers with an "I don't know" option woul ...[more]