Mechanism Design for Federated Sponsored Search Auctions


Ceppi, Sofia, Gatti, Nicola and Gerding, Enrico (2011) Mechanism Design for Federated Sponsored Search Auctions. At The Twenty-Fifth Conference on Artificial Intelligence (AAAI-11), San Francisco,

Download

[img] PDF
Download (128Kb)

Description/Abstract

Recently there is an increase in smaller, domain-specific search engines that scour the deep web finding information that general-purpose engines are unable to discover. These search engines play a crucial role in the new generation of search paradigms where federated search engines (FSEs) integrate search results from heterogeneous sources. In this paper we pose, for the first time, the problem to design a revenue mechanism that ensures profits both to individual search engines and FSEs as a mechanism design problem. To this end, we extend the sponsored search auction models and we discuss possibility and impossibility results on the implementation of an incentive compatible mechanism. Specifically, we develop an execution-contingent VCG (where payments depend on the observed click behavior) that satisfies both individual rationality and weak budget balance in expectation.

Item Type: Conference or Workshop Item (Speech)
Additional Information: Event Dates: August 2011
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Agents, Interactions & Complexity
ePrint ID: 272261
Date Deposited: 06 May 2011 10:00
Last Modified: 27 Mar 2014 20:17
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/272261

Actions (login required)

View Item View Item

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics