In this article, we present a general mechanism that implements this idea and is applicable to most crowdsourcing settings.
Apr 18, 2017 · We propose a novel incentive mechanism called Peer Truth Serum that encourages truthful and accurate reporting.
Crowdsourcing is widely proposed as a method to solve large variety of judgement tasks, such as clas- sifying website content, peer grading in online ...
Resources. We make products, tools, and datasets available to everyone with the goal of building a more collaborative ecosystem. ... Student programs. Supporting ...
Moreover, we show how to elicit a value of the mechanism's scaling parameter for which high effort and honest reporting is the most profitable equilibrium.
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Crowdsourcing is widely proposed as a method to solve a large variety of judgment tasks, such as classifying website content, peer grading in online courses ...
This work proposes a novel incentive mechanism called Peer Truth Serum that encourages truthful and accurate reporting, showing that it is the unique ...
Apr 18, 2017 · Abstract: Modern decision making tools are based on statistical analysis of abundant data, which is often collected by querying multiple ...
Therefore, there is a need for incentives that cover the cost of effort, while discouraging random reports. We propose a novel incentive mechanism called Peer ...
Oct 14, 2021 · Goran Radanovic , Boi Faltings, Radu Jurca: Incentives for Effort in Crowdsourcing Using the Peer Truth Serum. ACM Trans. Intell. Syst.