Community-based bayesian aggregation models for crowdsourcing

    WWW, pp. 155-164, 2014.

    Cited by: 154|Bibtex|Views14|Links
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    Keywords:
    bayesian label aggregation modelaccurate labelcommunity-based bayesian aggregation modelcommunity membershipcrowd workerMore(8+)

    Abstract:

    This paper addresses the problem of extracting accurate labels from crowdsourced datasets, a key challenge in crowdsourcing. Prior work has focused on modeling the reliability of individual workers, for instance, by way of confusion matrices, and using these latent traits to estimate the true labels more accurately. However, this strategy...More

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