Truthful Stochastic and deterministic auctions for sponsored search
Incentive compatibility is a central concept in auction theory, and a desirable property of auction mechanisms. In a celebrated result, Aggarwal, Goel and Motwani [2] presented the first truthful deterministic auction for sponsored search (i.e., in a setting where multiple distinct slots are auction...
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| Autores principales: | , |
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2008
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| Acceso en línea: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_97807695_v_n_p39_Feuerstein http://hdl.handle.net/20.500.12110/paper_97807695_v_n_p39_Feuerstein |
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| Sumario: | Incentive compatibility is a central concept in auction theory, and a desirable property of auction mechanisms. In a celebrated result, Aggarwal, Goel and Motwani [2] 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 [10] presented a family of truthful stochastic auctions for multiple identical items. We present the first class of incentive compatible stochastic auctions for the sponsored search setting. This class subsumes as special cases the laddered auctions of [2] and the stochastic auctions with the condex pricing rule of [10], 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 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. © 2008 IEEE. |
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