用户网络耦合视角的第三方支付平台扩散模型
DOI:
作者:
作者单位:

作者简介:

段文奇( 1976—) ,男,湖南邵阳人,博士,教授. Email: wenqiduan@126.com

通讯作者:

中图分类号:

基金项目:

教育部人文社科基金资助项目(11YJA630014) ; 浙江省自然科学基金资助重点项目(Z14G010001) ; 国家自然科学基金资助项目(71271193) .


Diffusion model of third-party payment platform based on coupled user networks
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    综合双边平台和复杂网络理论,构建出第三方支付新平台在买方用户社交网络和在卖方竞争网络上耦合互动的扩散模型. 模型中,买方用户采用新支付平台的概率是平台服务质量、社交网络上邻居采用新平台的比例和已采用新平台的卖方用户数量三者的函数; 卖方用户采用新支付平台的概率是平台服务质量、竞争网络上邻居采用新平台的比例和已采用新平台的买方用户数量三者的函数; 运用统计力学方法建立了描述新支付平台在用户社交网络和竞争网络上扩散的微分方程组,两个网络上的扩散动力学相互耦合,共同刻画了第三方支付平台同时在买方和卖方两方用户群体中的扩散过程. 为阐释模型的使用方法和框架价值,讨论了对模型参数进行估计和对模型扩展以便研究扩散策略的思路.

    Abstract:

    Combining the two-sided platform and complex networks theory,a diffusion model was proposed to describe the coupled dynamics of a third-party platform spreading on buyers’social network and sellers’competition network respectively. In the model,the probability of buyers adopting the new payment platform is the function of three variables,including platform service quality,the ratio of neighbors in their social network adopted the new payment platform,and the number of sellers who also adopted the new payment platform; likewise,the probability of sellers adopting the new payment platform is the function of three variables,including platform service quality,the ratio of neighbors in their competition network adopted the new payment platform,and the number of buyers who also adopted the new payment platform; the statistical mechanics method was applied to developing differential equation groups to describe the diffusion process of the new payment platform on buyers’social network and sellers’competition network respectively; the coupled diffusion dynamics on those two networks has jointly characterized the diffusion process of the new payment platform in buyers’and sellers’communities simultaneously. In order to elaborate the utilizing method and framework value,this paper discussed the estimation method of model’s parameters and the research ideas of extending the proposed model so as to investigate diffusion strategies.

    参考文献
    相似文献
    引证文献
引用本文

段文奇.用户网络耦合视角的第三方支付平台扩散模型[J].管理科学学报,2015,18(7):27~38

复制
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2018-04-17
  • 出版日期:
您是第位访问者
管理科学学报 ® 2024 版权所有
通讯地址:天津市南开区卫津路92号天津大学第25教学楼A座908室 邮编:300072
联系电话/传真:022-27403197 电子信箱:jmsc@tju.edu.cn