A Multi-dimension Trust Risk Evaluation for E-commerce Systems

Zaobin Gan, Xialan Xiao, Kai Li
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引用次数: 4

Abstract

In view of consumers, the risk of e-commerce transaction is divided into the subjective risk and the objective risk in this paper. Then, a multi-dimensional trust risk evaluation model (MTREM) is proposed for e-commerce based on the qualitative analysis of the subjective risk and the objective risk. In the model, the risk is dynamically and quantitatively evaluated in terms of the seller’s reputation, the commodity price, the consumer’s income, the consumer’s consumption idea (the risk tolerance), and the transaction experience. Finally, the actual transaction data from Taobao is used in the simulation experiment, a comparative analysis is done for MTREM. The experiment shows that the computing result from MTREM is similar to the qualitative analysis from some existing researches. However, the risk factors in the model are considered more comprehensively and more objectively, the computing result from MTREM is quantitative and easy to be understood and accepted. 1
电子商务系统的多维信任风险评估
本文从消费者角度出发,将电子商务交易风险分为主观风险和客观风险。在对电子商务的主观风险和客观风险进行定性分析的基础上,提出了电子商务的多维信任风险评价模型(MTREM)。在模型中,通过卖家的信誉、商品价格、消费者的收入、消费者的消费观念(风险承受能力)和交易经验对风险进行动态定量评估。最后,利用淘宝的实际交易数据进行仿真实验,对MTREM算法进行对比分析。实验表明,MTREM的计算结果与已有研究的定性分析结果相似。然而,模型中的风险因素考虑更全面、更客观,MTREM的计算结果是定量的,易于理解和接受。1
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