The rise of the AI gig workforce has driven an important shift from commodity task execution to first-tier crowd contribution.
Spatial crowdsourcing (SC) plays a vital role in smart cities. Task allocation is a crucial problem in spatial crowdsourcing, which directly determines the quality and efficiency of task completion.