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Publikation

Privacy-Preserving Coalition Forming between Rational Service Agents

Bastian Blankenburg; Matthias Klusch
In: A. Günter; Klaus-Dieter Althoff; R. Bergmann; F. Klügl; B. Ludwig; U. Schmid; J. Schneeberger; U. Visser; T. Böttcher (Hrsg.). KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Vol. 1/2006, Pages 18-24, BöttcherIT, 2006.

Zusammenfassung

In the setting of cooperation of rational web service agents via coalition formation, we devise an algorithm BSCA-P to form recursively bilateral Shapley value stable coalitions. The main focus lies on privacy aspects: we show that the BSCA-P enables the formation of subgame stable and individually rational coalitions while hiding absolute coalition values and payoffs, as well as allowing for anonymous service requests and access.