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Semi-automatic generation of Semantic Web Services for relational biological databases

By Julien Wollbrett, Pierre Larm, Manuel Ruiz and Goble C

Abstract

Abstract: In recent years, a large amount of “-omics ” data has been produced. However, these data are stored in many different species-specific databases that are managed by different institutes and laboratories. Biologists often need to find and assemble data from disparate sources to perform certain analyses. Searching for these data and assembling it is a time-consuming task. The Semantic Web helps to facilitate interoperability across databases. A common approach involves the development of wrapper systems that map a relational database schema onto existing domain ontologies. However, few attempts have been made to automate the creation of such wrappers. We developed a framework, named BioSemantic, for the creation of Semantic Web Services applicable to relational biological databases. This framework makes use of both Semantic Web and Web Services technologies and can be divided into two main parts: (i) the generation and semi-automatic annotation of an RDF view; and (ii) the automatic generation of Semantic Web Services. We have used our framework to integrate genomic data from different plant databases. BioSemantic is a framework designed to speed the development of Semantic Web Services for existing relational biological databases. Currently, it creates and annotates RDF views that enable the automatic generation of SPARQL queries. Web Services are also created and deployed automatically, and the semantic annotations of our Web Services are added automatically using SAWSDL attributes. BioSemantic is downloadable a

Topics: Semantic Web Services, ontology driven data integration, SPARQL query formulation
Year: 2014
OAI identifier: oai:CiteSeerX.psu:10.1.1.417.1150
Provided by: CiteSeerX
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