Distributing profit of web services communities based on Shapley value

Jiajun Wu, Xiaodong Fu, Li Liu, Lijun Liu, Qingsong Huang
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Abstract

Community of Web Service is a society composed by a number of functionally identical Web Services. The communities are regarded as a whole for users in an opening environment and users would pay for services when they invoke Web Service successfully. Communities should distribute the whole profit to all of the providers of Web Services inside after a settlement period. Due to the cooperation among Web Services in a community we treat these Web Services as a cooperative game. In this paper we propose a method to distribute profit based on Shapley value which considers the contribution of each Web Service to community and we then implement an algorithm based on MC-nets to suit the actual situation which we always cannot get complete input for general algorithm of computing Shapley value. We also show our method is efficient and practicable.
基于Shapley值的web服务社区利润分配
Web服务社区是由许多功能相同的Web服务组成的社会。对于开放环境中的用户来说,社区被视为一个整体,当用户成功调用Web Service时,他们将为服务付费。社区应在结算期后将全部利润分配给内部的所有Web服务提供商。由于社区中Web服务之间的合作,我们将这些Web服务视为合作游戏。本文提出了一种基于Shapley值的利润分配方法,该方法考虑了各个Web Service对社区的贡献,并针对一般Shapley值计算算法无法获得完整输入的实际情况,实现了一种基于MC-nets的算法。结果表明,该方法是有效可行的。
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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