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Modeling the rational behavior of individuals on an e-commerce system

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  • Aringhieri, Roberto
  • Duma, Davide
  • Fragnelli, Vito

Abstract

With the increasing popularity of e-commerce systems, commercial transactions are becoming more and more frequent. Such transactions are not direct but mediated, putting the buyer in a position of weakness with respect to the seller, especially in the case of a failure of a transaction. The literature showed that the reputation can play an important role to reduce the risks of the buyer in the current e-commerce environment. An online reputation management system (RMS) maintains the reputation, made of beliefs and/or opinions, that are generally held about someone or something, and it can guarantee the reliability of the transactions that take place in an e-commerce system. Despite of the fact that the basic element of a RMS – the interaction between the seller and the buyer – is a classical field of application of the Game Theory (GT) methodologies, the use of a GT approach in this context seems quite limited and this is probably due to its solution complexity. A way to deal with such a complexity is by exploiting the capability of the agent based simulation (ABS) approach. In this paper, we propose a hybrid GT and ABS model for the analysis of an e-commerce system in which a centralized reputation system is maintained by a trusted third party. We report an extensive quantitative analysis in order to validate the proposed model, and to evaluate the impact of a set of buyers’ and sellers’ policies on the behavior of the e-commerce system.

Suggested Citation

  • Aringhieri, Roberto & Duma, Davide & Fragnelli, Vito, 2018. "Modeling the rational behavior of individuals on an e-commerce system," Operations Research Perspectives, Elsevier, vol. 5(C), pages 22-31.
    • Handle: RePEc:eee:oprepe:v:5:y:2018:i:c:p:22-31
    DOI: 10.1016/j.orp.2017.12.001
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    References listed on IDEAS

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    1. Roberto Aringhieri & Ernesto Damiani & Sabine De Capitani Di Vimercati & Stefano Paraboschi & Pierangelo Samarati, 2006. "Fuzzy techniques for trust and reputation management in anonymous peer‐to‐peer systems," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(4), pages 528-537, February.
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    Cited by:

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