TaskRec: probabilistic matrix factorization in task recommendation in crowdsourcing systems

ICONIP, pp. 516-525, 2012.

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Keywords:
traditional recommendation systemreal-world datasetscomplexity analysisprobabilistic matrix factorizationnew taskMore(6+)

Abstract:

In crowdsourcing systems, task recommendation can help workers to find their right tasks faster as well as help requesters to receive good quality output quicker. However, previously proposed classification approach does not consider the dynamic scenarios of new workers and new tasks in the system. In this paper, we propose a Task Recomme...More

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