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Truthful Stochastic and Deterministic Auctions for Sponsored Search

机译:用于赞助搜索的真实随机和确定性拍卖

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Incentive compatibility is a central concept in auction theory, and a desirable property of auction mechanisms. In a celebrated result, Aggarwal, Goel and Motwani cite{AGM2006} presented the first truthful deterministic auction for sponsored search  (i.e., in a setting where multiple distinct slots are auctioned). Stochastic auctions present several advantages over deterministic ones, as they are less prone to strategic bidding, and increase the diversity of the winning bidders. Meek, Chickering and Wilson cite{MCW2005} presented a family of truthful stochastic auctions for multiple identical items. %As the main result of this paper w We present the first class of incentive compatible stochastic auctions for the sponsored search setting. This class subsumes as special cases the emph{laddered} auctions of cite{AGM2006} and the stochastic auctions with the emph{condex} pricing rule of cite{MCW2005}, consolidating these two seemingly disconnected mechanisms in a single framework. Moreover, when the price per click depends deterministically on the bids the auctions in this class are unique. Accordingly, we give a precise characterization of emph{all} truthful auctions for sponsored search, in terms of the expected price that each bidder will pay per click. We also introduce randomized algorithms and pricing rules to derive, given an allocation mechanism for the single- or multiple-identical-slots scenarios, a new mechanism for the multislot framework with distinct slots. These extensions have direct practical applications.
机译:激励相容是在拍卖理论的中心概念,拍卖机制所期望的属性。在一个著名的结果,AGGARWAL,戈埃尔和Motwani引用{AGM2006}给出的第一真实确定性拍卖(其中多个不同的时隙被拍卖即在设置)赞助搜索。随机拍卖超过确定性的人带来一些优势,因为它们不易战略招标,增加中标的多样性。米克,克林和威尔逊举{} MCW2005提出一个家庭多个相同的物品真实随机的拍卖。 %作为本文的主要结果W¯¯我们目前的头等激励相容随机拍卖的为赞助搜索设置。该类涵括作为特殊情况的EMPH {}跃上拍卖举{} AGM2006和随机拍卖与EMPH {} condex定价举{} MCW2005,在一个单一的架构整合这两个看似断开机制的规则。此外,当每次点击的价格确定性取决于出价在这个类中的拍卖是唯一的。因此,我们给EMPH {}全部为赞助搜索真实拍卖的精确表征,在预期价格,每个投标人将每次点击支付的条款。我们还介绍了随机化算法和定价规则来推导,给定的分配机制的单个或多个相同时隙情景,对于具有不同的时隙多时隙框架的新机制。这些扩展有直接的实际应用。

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