欺诈对声誉系统的影响

The impact of fraud on reputation systems

Games and Economic Behavior · 2024
被引 2
人大 AABS 3

中文导读

通过实验研究评级欺诈如何损害声誉系统的可靠性并降低在线市场效率,发现操纵成本低时欺诈普遍且效率显著下降,而引入成本可减少欺诈并提升效率。

Abstract

Reputation systems can mitigate opportunistic behavior and improve efficiency on online marketplaces. However, rating fraud is a major problem on many websites. We experimentally investigate the circumstances under which rating fraud undermines the functioning of a reputation system and reduces efficiency. We find that the ability to manipulate feedback received from others generally reduces the reliability of displayed ratings compared to a control treatment where rating fraud is not possible. When manipulation is possible and costless, rating fraud is widespread, ratings become less reliable, expectations are lower, and efficiency is significantly reduced. However, when there is a cost to manipulation, there is less fraud, ratings are more reliable and efficiency increases, even when the cost is comparatively low.

声誉系统评分欺诈效率实验经济学