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An Analytic Approach to People Evaluation in Crowdsourcing Systems

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arxiv 1211.3200 v1 pith:RZGLAP4B submitted 2012-11-14 cs.IR cs.SI

An Analytic Approach to People Evaluation in Crowdsourcing Systems

classification cs.IR cs.SI
keywords reputationsystemstasksanalyticcredibilitycrowdsourcingevaluationevaluators
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Worker selection is a significant and challenging issue in crowdsourcing systems. Such selection is usually based on an assessment of the reputation of the individual workers participating in such systems. However, assessing the credibility and adequacy of such calculated reputation is a real challenge. In this paper, we propose an analytic model which leverages the values of the tasks completed, the credibility of the evaluators of the results of the tasks and time of evaluation of the results of these tasks in order to calculate an accurate and credible reputation rank of participating workers and fairness rank for evaluators. The model has been implemented and experimentally validated.

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