<ul><li>Spatial crowdsourcing involves assigning location-based tasks to mobile workers.</li><li>A new framework, Demand-based Adaptive Task Assignment with Dynamic Worker Availability Windows, is introduced to address the challenge of fluctuating demand and supply between tasks and workers over time.</li><li>The framework includes task demand prediction and task assignment components.</li><li>Experiments on real data show the effectiveness and efficiency of the proposed approach.</li></ul>

DATA-WA: Demand-based Adaptive Task Assignment with Dynamic Worker Availability Windows

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