An Incremental Truth Inference Approach to Aggregate Crowdsourcing Contributions in Games with a Purpose

10/25/2018

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by   Irene Celino, et al.

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We introduce our approach for incremental truth inference over the contributions provided by players of Games with a Purpose: we motivate the need for such a method with the specificity of GWAP vs. traditional crowdsourcing; we explain and formalize the proposed process and we explain its positive consequences; finally, we illustrate the results of an experimental comparison with state-of-the-art approaches, performed on data collected through two different GWAPs, thus showing the properties of our proposed framework.