Evaluation and design of online cooperative feedback mechanisms for reputation management

被引:72
作者
Fan, M
Tan, Y
Whinston, AB
机构
[1] Univ Washington, Sch Business, Seattle, WA 98195 USA
[2] Univ Texas, Ctr Res Elect Commerce, Austin, TX 78712 USA
关键词
electronic commerce; online trust; reputation systems; exponential smoothing;
D O I
10.1109/TKDE.2005.26
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:244 / 254
页数:11
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