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Evaluation and design of online cooperative feedback mechanisms for reputation management


Ming Fan, Yong Tan, and Andrew B. Whinston

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Return to February 2005, Volume 17, Issue 2


Abstract

This research evaluates and analyzes existing mechanisms of online reputation systems based on cooperative feedbacks of past transaction information. We find existing popular feedback systems do not provide sustained incentives for sellers to behave honestly over time. We propose a new design of reputation system based on exponential smoothing. This mechanism is shown to be more robust compared to the existing systems. We relax the assumption of a static product value and have implemented a two-level exponential smoothing policy to process and aggregate reputation information. The simulation results show that the policy can serve as a sustained incentive mechanism for the seller.


©2006 Association for Computing Machinery