A Bayes-based method for trust valuation in electronic commerce

Zhibing Wang, Changyun Li, Junfeng Man
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引用次数: 1

Abstract

With the development of the Internet, electronic commerce has shown a rapid increase, in the open dynamic Internet how to establish a complete model for trust valuation, objectively representing the credits of trading parties and improving the security of online trade, has become the key issue. To solve the problem of behavior credit in e-trade, this paper presents a trust valuation method based on the behavior pattern showed in the process of e-trade. With this method, a Bayesian model for assessment is presented, composed of nodes of behavior pattern matching levels and nodes of credibility attributes; and the grade of the consumption credit index and that of the sale credit index can be inferred. The effectiveness of this method has been verified by an actual electronic trading platform.
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基于贝叶斯的电子商务信任评估方法
随着互联网的发展,电子商务呈现出快速增长的态势,在开放动态的互联网环境下,如何建立完整的信任估值模型,客观地代表交易各方的信用,提高网上交易的安全性,成为关键问题。为了解决电子交易中的行为信用问题,本文提出了一种基于电子交易过程中行为模式的信任评估方法。利用该方法,提出了由行为模式匹配层次节点和可信度属性节点组成的贝叶斯评价模型;由此可以推断出消费信用指数和销售信用指数的等级。通过实际的电子交易平台验证了该方法的有效性。
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