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Efficient Web Service Composition and Intelligent Search Based on Relational Database

机译:基于关系数据库的高效Web服务组合和智能搜索

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摘要

As the applications become more and more complicated, the requirement of Web service composition will be more urgent. In this paper, we put forward a new storage strategy for web services which can be flexibly extended in relational database. We also present a matching algorithm SMA between web services of multiple input/output parameters, which considers the semantic similarity of concepts in parameters based on WordNet. Moreover, a service composition algorithm Fast-EP based on the above storage strategy is presented. Because utilizing the characteristic and using index mechanism in relational database, we obtain highly efficient web service composition. We extract the feature vector of each web service or composite service, and create dynamic linear hash index on these vectors so that the results of each search could be hierarchical classified. QoS and service price are utilized to rank the result set. At last, we develop a Web services search engine WSIS and show through experiment that our approach in this system has better efficiency of service composition and higher recall ratio of service search than traditional approaches.
机译:随着应用程序变得越来越复杂,Web服务组合的要求将变得更加迫切。本文提出了一种新的Web服务存储策略,可以在关系数据库中灵活扩展。我们还提出了多个输入/输出参数的Web服务之间的匹配算法SMA,该算法考虑了基于WordNet的参数中概念的语义相似性。此外,提出了一种基于上述存储策略的服务组合算法Fast-EP。由于在关系数据库中利用了特性并使用了索引机制,因此我们获得了高效的Web服务组合。我们提取每个Web服务或组合服务的特征向量,并在这些向量上创建动态线性哈希索引,以便可以对每次搜索的结果进行分层分类。利用QoS和服务价格对结果集进行排名。最后,我们开发了一个Web服务搜索引擎WSIS,并通过实验表明,与传统方法相比,本系统中的方法具有更好的服务组合效率和更高的查全率。

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