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One fundamental and unique issue in spatial crowdsourcing is dynamic task assignment (DTA), where tasks and workers appear dynamically and need to be assigned under spatiotemporal constraints. In this paper, we aim to provide a brief overview on the basics and frontiers of DTA research. We define the generic DTA problem and introduce the evaluation metrics to its solutions. Then we review mainstream solutions to the DTA problem. 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