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Multi-agent Negotiation with Fuzzy Logic in E-Commerce

机译:电子商务中的模糊逻辑多功能谈判

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In order to reflect the subjective preference and reduce intervention of human in E-Commerce, this work presents a model using fuzzy logic to support multi-agent negotiation. In the model, we used fuzzy logic to describe human's subjective preference, calculated evaluation function to the preference of single issue, and obtained the global preference using utility function with the differ weight of these issues. Meanwhile, we used urgent degree to represent human factors, and proposed a new dynamic concession strategy based on feedback learning. One agent should consider not only its interest but also other offer when proposing counter offer. After we analyze experimental results, the presented negotiation agent model makes negotiators achieve mutual benefits and decreases human interference effectively.
机译:为了反映人类在电子商务中的主观偏好和减少人类的干预,这项工作介绍了一种模型,使用模糊逻辑来支持多功能协商。在模型中,我们使用模糊逻辑来描述人类的主观偏好,计算出单一问题的偏好的评估函数,并使用实用程序函数与这些问题的不同重量获得全局偏好。同时,我们使用紧急程度来代表人类因素,并提出了一种基于反馈学习的新的动态特许战略。一个代理人不仅应考虑其兴趣,而且在提出柜台提供时也会考虑其他要约。在我们分析实验结果后,所提出的谈判代理模型使谈判者能够实现互利,有效地降低人力干扰。

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