COEUS: "semantic web in a box" for biomedical applications

被引:31
作者
Lopes, Pedro [1 ]
Oliveira, Jose Luis [1 ]
机构
[1] Univ Aveiro, DETI IEETA, P-3810193 Aveiro, Portugal
来源
JOURNAL OF BIOMEDICAL SEMANTICS | 2012年 / 3卷
关键词
Semantic web framework; Rapid application deployment; Linked data; Web services; Biomedical applications; Biomedical semantics; BIOINFORMATICS CHALLENGES; INTEGRATION; ONTOLOGY;
D O I
10.1186/2041-1480-3-11
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: As the "omics" revolution unfolds, the growth in data quantity and diversity is bringing about the need for pioneering bioinformatics software, capable of significantly improving the research workflow. To cope with these computer science demands, biomedical software engineers are adopting emerging semantic web technologies that better suit the life sciences domain. The latter's complex relationships are easily mapped into semantic web graphs, enabling a superior understanding of collected knowledge. Despite increased awareness of semantic web technologies in bioinformatics, their use is still limited. Results: COEUS is a new semantic web framework, aiming at a streamlined application development cycle and following a "semantic web in a box" approach. The framework provides a single package including advanced data integration and triplification tools, base ontologies, a web-oriented engine and a flexible exploration API. Resources can be integrated from heterogeneous sources, including CSV and XML files or SQL and SPARQL query results, and mapped directly to one or more ontologies. Advanced interoperability features include REST services, a SPARQL endpoint and LinkedData publication. These enable the creation of multiple applications for web, desktop or mobile environments, and empower a new knowledge federation layer. Conclusions: The platform, targeted at biomedical application developers, provides a complete skeleton ready for rapid application deployment, enhancing the creation of new semantic information systems. COEUS is available as open source at http://bioinformatics.ua.pt/coeus/.
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页数:19
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共 34 条
  • [1] S3DB core: a framework for RDF generation and management in bioinformatics infrastructures
    Almeida, Jonas S.
    Deus, Helena F.
    Maass, Wolfgang
    [J]. BMC BIOINFORMATICS, 2010, 11
  • [2] [Anonymous], 2009, WEB SEMANTICS SCI SE
  • [3] Arrais J., 2009, ICBB 2009 INT C BIOI
  • [4] Auer S., 2009, P 18 INT C WORLD WID, P621, DOI DOI 10.1145/1526709.1526793
  • [5] Bio2RDF: Towards a mashup to build bioinformatics knowledge systems
    Belleau, Francois
    Nolin, Marc-Alexandre
    Tourigny, Nicole
    Rigault, Philippe
    Morissette, Jean
    [J]. JOURNAL OF BIOMEDICAL INFORMATICS, 2008, 41 (05) : 706 - 716
  • [6] Berners-Lee T, 2008, P 17 INT C WORLD WID, P1265, DOI DOI 10.1145/1367497.1367760
  • [7] Bizer C, 2006, INT SEM WEB C ISWC 2
  • [8] DBpedia - A crystallization point for the Web of Data
    Bizer, Christian
    Lehmann, Jens
    Kobilarov, Georgi
    Auer, Soeren
    Becker, Christian
    Cyganiak, Richard
    Hellmann, Sebastian
    [J]. JOURNAL OF WEB SEMANTICS, 2009, 7 (03): : 154 - 165
  • [9] Bumans Guntars., 2010, P 6 INT C SEMANTIC S, p25:1, DOI DOI 10.1145/1839707.1839739
  • [10] A Semantic Web for bioinformatics:: goals, tools, systems, applications
    Cannata, Nicola
    Schroeder, Michael
    Marangoni, Roberto
    Romano, Paolo
    [J]. BMC BIOINFORMATICS, 2008, 9 (Suppl 4)