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群体Pareto最优的WEB服务组合决策方法
  • 期刊名称：高技术通讯，2011年7月第21卷第7期，665-672，EI
  • 时间：0
  • 分类：TP393.4[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术]
  • 作者机构：[1]北京邮电大学网络与交换技术国家重点实验室,北京100876
  • 相关基金：973计划（2009CB320406,2009CB320504）,863计划（2008AA01A317）和国家自然科学基金（60821001）资助项目.
  • 相关项目：通信网的网络理论和技术
关键词： 上下文, 语义WEB服务, 服务组合, 多属性决策(MADM)理论, 群体, context, semantic Web service, service composition, multi-attribute decision making （MADM） theory, groups
中文摘要：

针对异构数据描述的QoS信息和群体中个性化的用户Qos偏好的Web服务组合问题，提出了一种基于多属性决策（MADM）理论的面向群体用户的语义web服务选择算法（GUWSSA），GUWSSA能够获得群体Pareto最优服务组合计划。首先定义了能够描述群组的用户上下文本体和支持异构数据类型的服务上下文本体，然后给出了GUWSSA的详细细节，包括异构决策矩阵的规格化、综合评价、获得群体Pareto最优方案，最后通过一系列实验验证了该算法的性能和有效性。实验数据表明，在用户QoS偏好不同和Qos数据类型异构的情况下，GUWSSA能够选出群体Pareto最优的服务组合计划。

英文摘要：

For solving the difficulties in group-oriented Web composition service due to heterogeneous QoS values and personalized QoS preferences, this paper presents a semantic Web service selection algorithm for groups （GUWSSA） based on themulti-attribute decision making （MADM） theory, which can get a Pareto optimal composition plan for groups. The paper gives the definitions of the user context ontology that can describe groups and the service context ontology that supportsheterogeneous QoS values and then describes the detail of the GUWSSA, including normalizing the heterogeneous decision-making matrix, evaluating alternatives synthetically, and obtaining the Pareto optimal solution for groups. The exper-imental results show that the GUWSSA can select a Pareto optimal composition plan for groups when users have different QoS preferences in groups and the expression types of QoS are heterogeneous.

同期刊论文项目
通信网的网络理论和技术
期刊论文 332 会议论文 183 获奖 32 著作 5
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