Cross-cultural time sensitivity in a bilateral e-negotiation system

Hadi Shahmoradi, Faria Nassiri-Mofakham, Fateme Nemati
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引用次数: 4

Abstract

For a long time, culture has been an influencing parameter in negotiations. Growth of international trades and business competitions has increased the importance of negotiations among countries and different cultures. Developing new technologies, particularly the use of artificial intelligence in electronic trading areas, has provided us with the application of intelligent agents to resolve challenges in e- negotiations. In this study, a model is developed and implemented to arm intelligent agents with time-sensitivity cultural parameter in negotiations in electronic commerce context. The seller's proposals are offered based on the estimated value of the buyers' time-sensitivity in delivering the products. It starts from the highest price which satisfies the buyer's time sensitivity. The simulations are based on the Salacuse's Cultural dataset related to five countries, Finland, Mexico, Turkey, India, and the United States of America. The negotiation algorithms were implemented in Java platform and MySQL database for both cases of with and without cultural differences in time sensitivity. The evaluation shows that the cultural-based model starts the negotiation from an offer close to the buyer's desire. This yields less number of rounds and total negotiation time period. The simulation results also show that the buyer's budget as an economic factor can be effective in the negotiation outcomes in some cases.
双边电子谈判系统的跨文化时间敏感性
长期以来,文化一直是影响谈判的一个参数。国际贸易和商业竞争的增长增加了国家之间和不同文化之间谈判的重要性。发展新技术,特别是在电子贸易领域使用人工智能,为我们提供了智能代理的应用,以解决电子谈判中的挑战。在本研究中,开发并实现了一个模型,以武装具有时间敏感性文化参数的电子商务谈判智能代理。卖方的建议是根据买方交付产品的时间敏感性的估计值提出的。它从满足买方时间敏感性的最高价格开始。这些模拟是基于Salacuse的文化数据集,这些数据集与芬兰、墨西哥、土耳其、印度和美国这五个国家有关。协商算法分别在Java平台和MySQL数据库中实现,分别针对时间敏感性有文化差异和无文化差异两种情况。评估表明,基于文化的模式从一个接近买方意愿的报价开始谈判。这将减少回合数和总协商时间。仿真结果还表明,在某些情况下,买方预算作为经济因素对谈判结果是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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