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AN ECONOMIC MODEL-BASED MATCHING APPROACH BETWEEN BUYERS AND SELLERS THROUGH A BROKER IN AN OPEN E-MARKETPLACE

机译:在开放的电子市场中,基于经纪人的买卖双方之间基于经济模型的匹配方法

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摘要

A broker in an open e-marketplace enables buyers and sellers to do business with each other.Although a broker plays an important role in e-marketplaces,theory and guidelines for matching between buyers and sellers in multi-attribute exchanges are limited.Therefore,a challenge for a broker's responsibility is how to maximize a buyer's total satisfaction degree as its goals under the consideration of trade-off between a buyer's buying quantity and price paid to a seller,and other attributes.To solve this challenge,this paper proposes an economic model-based matching approach between a buyer's requirements and a seller's offers.The major contributions of this paper are that (i) a broker can model a seller's price policy as per a buyer's buying quantity through communication between a broker and a seller;(ii) due to each buyer's different quantity demand,a broker models a buyer's satisfaction degree as per a buyer's buying quantity based on communication between a broker and a buyer;and (iii) to carry out a broker's matching processes,an objective function and a set of constraints are generated to help a broker to maximize a buyer's total satisfaction degree.Experimental results demonstrate the good performance of the proposed approach.
机译:开放的电子市场中的经纪人可以使买卖双方进行交易。尽管经纪人在电子市场中起着重要的作用,但是在多属性交易所中买卖双方之间的匹配的理论和指导原则是有限的。因此,经纪人责任的挑战是如何在考虑购买者的购买数量和支付给卖方的价格以及其他属性之间进行权衡的前提下,最大化购买者的总体满意度作为其目标。为解决这一挑战,本文提出了一个解决方案。买方要求和卖方要约之间基于经济模型的匹配方法。本文的主要贡献是:(i)经纪人可以通过经纪人和卖方之间的沟通,根据买方的购买量来模拟卖方的价格政策; ii)由于每个买方的数量需求不同,经纪人根据经纪人与买方之间的沟通,根据买方的购买量来模拟买方的满意度;和(i ii)进行经纪人的匹配过程,生成目标函数和一组约束,以帮助经纪人最大程度地提高买方的总体满意度。实验结果证明了该方法的良好性能。

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  • 来源
  • 作者单位

    Faculty of E-commerce, University of Economics, The University of Da Nang, Vietnam;

    School of Computing and Information Technology, University of Wollongong, Australia;

    School of Computing and Information Technology, University of Wollongong, Australia;

  • 收录信息 中国科学引文数据库(CSCD);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
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