Toward Semantics Empowered Biomedical Web Services

Jia Zhang, R. Madduri, Wei Tan, Kevin Deichl, J. Alexander, Ian T Foster
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引用次数: 20

Abstract

caGrid has accumulated a repository of biomedical services, however, how a cancer researcher can find proper services in the caGrid when needed remains a big challenge. This research aims to enhance the cyber infrastructure of caGrid, by developing a mechanism that turns caGrid services into semantic-aware interoperable services. We proposed a service semantics model, and developed a technique that automatically extracts semantic metadata from static WSDL service descriptions. Such semantic information is stored as loosely coupled annotations that can be queried using semantic Web techniques, to enhance services discovery and composition. We also proposed a two-phase discovery technique that helps users quickly identify interested service operations. This paper also reports our examinations over available techniques and recommends a feasible infrastructure for biomedical service reuse. A prototyping system is developed as a proof of concept.
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迈向语义授权的生物医学网络服务
caGrid已经积累了一个生物医学服务库,然而,癌症研究人员如何在需要时在caGrid中找到适当的服务仍然是一个巨大的挑战。本研究旨在通过开发一种将混合网格服务转化为语义感知互操作服务的机制来增强混合网格的网络基础设施。我们提出了一个服务语义模型,并开发了一种从静态WSDL服务描述中自动提取语义元数据的技术。这些语义信息存储为松散耦合的注释,可以使用语义Web技术进行查询,从而增强服务的发现和组合。我们还提出了一种两阶段发现技术,帮助用户快速识别感兴趣的服务操作。本文还报告了我们对现有技术的研究,并推荐了一种可行的生物医学服务重用基础设施。开发了原型系统作为概念验证。
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