计算机科学 ›› 2013, Vol. 40 ›› Issue (6): 57-62.

• 网络与通信 • 上一篇    下一篇

面向大群体用户的模糊服务选择

张龙昌   

  1. 渤海大学信息科学与技术学院 锦州121013
  • 出版日期:2018-11-16 发布日期:2018-11-16
  • 基金资助:
    本文受国家973计划资助

Big Group-oriented Fuzzy Web Service Selection

ZHANG Long-chang   

  • Online:2018-11-16 Published:2018-11-16

摘要: 面向群体的服务选择在社会生活中应用非常广泛;而群体规模较大并且QoS需求个性化和模糊QoS给Web服务选择带来巨大困难。基于多属性群决策理论提出面向大群体用户的模糊服务选择(BGFWSS),其包括5个步骤:群体偏好确定、族加权权重确定、构造族加权规格化决策矩阵、确定理想方案、群体综合评价。另外,还介绍了一个新的Web服务QoS模型,其能够描述实数、区间数、直觉模糊数表示的QoS信息。实验数据表明,BGFWSS能够很好地解决模糊QoS的大规模群体用户的服务选择问题。

关键词: 群体,Web服务,服务选择,多属性群决策(MAGDM)理论,服务质量(QoS)

Abstract: Group-oriented Web service selection is widely applied in everyday life,which is still challenging for big group with personalized QoS requirements and fuzzy QoS.Based on multi-attribute group decision making (MAGDM) theory,big group-oriented fuzzy Web service selection (BGFWSS) was presented.It includes five main steps:calculating group preference,calculating weighted cluster weights,constructing cluster weighted normalized decision-making matrix,determining the positive-ideal and negative-ideal solution,evaluating alternatives for group synthetically.Other contribution is a novel Web service QoS model to describe QoS values with real numbers,interval numbers and intuitionistic fuzzy numbers.Experimental results show that the proposed algorithm can solve the problem of big group-oriented Web service selection with fuzzy QoS very well.

Key words: Group,Web service,Service selection,Multi-attribute group decision making (MAGDM) theory,Quality of service (QoS)

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