Algorithmic Contract Design for Crowdsourced Ranking: An Introduction to Get You Started
2024-5-1 09:23:17 Author: hackernoon.com(查看原文) 阅读量:2 收藏

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Ranking is fundamental to many areas, such as search engine and recommender system optimization, as well as peer grading. Crowdsourcing, which is often used for these tasks, requires proper incentivization to ensure accurate inputs. In this work, we draw on the field of contract theory from Economics to propose a novel mechanism that enables a principal to accurately rank a set of items by incentivizing agents to provide pairwise comparisons of the items.


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