结合语义与模糊推理的两阶段服务组合
Combination of Semantic and Fuzzy Reasoning Two-stage Service Composition
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摘要: 如何选择Web服务使组合服务的功能性属性与非功能性属性都能满足实际需求, 是当前服务组合领域研究的一个重要问题.通过引入语义和服务质量, 给出服务组合的形式化分析方法.该方法采用模糊Petri网建模, 利用模糊Petri网的模糊推理能力, 在语义层次上对服务组合进行功能性匹配.提出服务的服务质量QoS匹配度模型, 对组合服务进行服务质量匹配.仿真结果表明, 该方法可以解决综合考虑语义和服务质量的组合问题.Abstract: Choose services to satisfy the demand of function and Nonfunctional property of a service composition is a very important question in the domain of web service composition.Give a formalization method by using semantic and service quality to solve this problem.Match the composition's function property in semantic using Fuzzy Petri Net.Match the composition's QoS property using a Service nonfunctional match model.The simulation experiment show that the method can resolve the problem of service composition considering its semantic property and QoS.