• DocumentCode
    1202741
  • Title

    Evaluation and design of online cooperative feedback mechanisms for reputation management

  • Author

    Fan, Ming ; Tan, Yong ; Whinston, Andrew B.

  • Author_Institution
    Univ. of Washington Bus. Sch., Seattle, WA, USA
  • Volume
    17
  • Issue
    2
  • fYear
    2005
  • Firstpage
    244
  • Lastpage
    254
  • 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.
  • Keywords
    Internet; electronic commerce; fraud; incentive schemes; multi-agent systems; risk management; electronic commerce; exponential smoothing; online cooperative feedback mechanisms; online reputation systems; online trust; reputation management; sustained incentive mechanism; Aggregates; Business; Costs; Feedback; Information analysis; Internet; Multiagent systems; Robustness; Smoothing methods; Uncertainty;
  • fLanguage
    English
  • Journal_Title
    Knowledge and Data Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1041-4347
  • Type

    jour

  • DOI
    10.1109/TKDE.2005.26
  • Filename
    1377175