BudgetFix: budget limited crowdsourcing for interdependent task allocation with quality guarantees

@inproceedings{TranThanh2014BudgetFixBL,
  title={BudgetFix: budget limited crowdsourcing for interdependent task allocation with quality guarantees},
  author={Long Tran-Thanh and Trung Dong Huynh and Avi Rosenfeld and Sarvapali D. Ramchurn and Nicholas R. Jennings},
  booktitle={AAMAS},
  year={2014}
}
Crowdsourcing is a multi-agent task allocation paradigm that involves up to millions of workers, of varying reliability and availability, performing large numbers of micro-tasks. A key challenge is to crowdsource, at minimal cost and with predictable accuracy, complex tasks that involve different types of interdependent microtasks structured into complex workflows. In this paper, we propose the first crowdsourcing algorithm that solves this problem. Our algorithm, called BudgetFix, determines… CONTINUE READING
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