Annotation quality for social media crisis posts depends on presentation order to humans, and an active learning algorithm can mitigate some resulting errors to improve classifier accuracy.
Ranking of social media alerts with workload bounds in emergency operation centers,
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Modeling Human Annotation Errors to Design Bias-Aware Systems for Social Stream Processing
Annotation quality for social media crisis posts depends on presentation order to humans, and an active learning algorithm can mitigate some resulting errors to improve classifier accuracy.