关键词: 任务分配, 可靠性, 众包, 收益最大化

Abstract: Considering the shortcomings of existing research on the problem of user reliability in crowdsourcing systems, this paper assumes that each user has different reliability for different types of tasks, and on this basis, designs a task allocation mechanism based on the reliability of users for crowdsourcing system. In this paper, we first design an efficient task allocation mechanism by using the greedy technology to maximize the profit of task publishers. Secondly, a mechanism of user reliability updating based on historical information is designed, and the final payment paid to the user is linked with the reliability of the user, so as to motivate the users to finish the task with high quality continuously. Finally, the simulation results show that the proposed scheme is efficient.

Key words: task allocation, reliability, crowdsourcing, revenue maximization