Optimal Diffusion Auctions
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Diffusion auction design is a new trend in mechanism design for which the main goal is to incentivize existing buyers to invite new buyers, who are their neighbors on a social network, to join an auction even though they are competitors. With more buyers, a diffusion auction will be able to give a more efficient allocation and receive higher revenue. Existing studies have proposed many interesting diffusion auctions to attract more buyers, but the seller's revenue is not optimized. Hence, in this study, we investigate what optimal revenue the seller can achieve by attracting more buyers. In traditional single-item auctions, Myerson has proposed a mechanism to achieve optimal revenue. However, in the network setting, we prove that a globally optimal mechanism for all structures does not exist. Instead, we show that given a structure, we have a mechanism to get the optimal revenue under this structure only. Since a globally optimal mechanism does not exist, our next goal is to design a mechanism that has a bounded approximation of the optimal revenue in all structures. The approximation of all the early diffusion auctions is zero, and we propose the first mechanism with a non-zero approximation.
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