刘建明, 顾凯, 徐翔宇. G-S模型下的双边推荐算法[J]. 微电子学与计算机, 2016, 33(4): 117-120, 124.
引用本文: 刘建明, 顾凯, 徐翔宇. G-S模型下的双边推荐算法[J]. 微电子学与计算机, 2016, 33(4): 117-120, 124.
LIU Jian-ming, GU Kai, XU Xiang-yu. Two-Side Drecommendation Algorithm on G-S Model[J]. Microelectronics & Computer, 2016, 33(4): 117-120, 124.
Citation: LIU Jian-ming, GU Kai, XU Xiang-yu. Two-Side Drecommendation Algorithm on G-S Model[J]. Microelectronics & Computer, 2016, 33(4): 117-120, 124.

G-S模型下的双边推荐算法

Two-Side Drecommendation Algorithm on G-S Model

  • 摘要: 针对推荐算法忽视供应商偏好, 引入Pareto最优的概念, 提出一种改进的双边推荐算法.首先比对消费者要求和供应商属性, 得出消费者对各个供应商的满意度; 其次比对供应商要求和消费者信用属性, 得到供应商对潜在消费者的满意度; 最后消费者的满意值作为G-S算法的输入项, 得到消费者、供应商的匹配结果.仿真结果表明, 算法提高双方的满意度.

     

    Abstract: The absence of supplies' interest is existed in recommendation algorithm, to address the issue in this paper Pareto Optimality is introduced and a modified two-sided algorithm is proposed.Firstly, it compares consumers' demand and suppliers' properties, then infers the consumers' satisfaction.Secondly, it compares suppliers' demand and consumers' credit, then make sure the supplies' satisfaction.The improved the G-S algorithm for consumers and sellers provides appropriate match according the consumers' satisfy.Experiments show that the algorithm has high satisfy.

     

/

返回文章
返回