ENISA | Report on trust and reputation models - Evaluation and guidelines (PDF)
From the Executive summary:
“Reputation systems are a key success factor of many websites, enabling users and customers to have a better understanding of the information, products and services being provided. However, by using reputation systems, European Union (EU) citizens place themselves at additional risk.”