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Issue No.01 - January/February (2011 vol.15)
pp: 40-48
Jun Zhao , University of Oxford, UK
Satya S. Sahoo , Case Western Reserve University
Paolo Missier , Newcastle University
Amit Sheth , Wright State University
Carole Goble , University of Manchester
ABSTRACT
In this article, the authors provide an example workflow—and a simple classification of user questions on the workflow's data products—to combine and interchange contextual metadata through a semantic data model and infrastructure. They also analyze their approach's potential to support enhanced semantic provenance applications.
INDEX TERMS
Semantic Web, biology, genetics, requirements, specifications, interoperability, data mapping
CITATION
Jun Zhao, Satya S. Sahoo, Paolo Missier, Amit Sheth, Carole Goble, "Extending Semantic Provenance into the Web of Data", IEEE Internet Computing, vol.15, no. 1, pp. 40-48, January/February 2011, doi:10.1109/MIC.2011.7
REFERENCES
1. S.S. Sahoo, A. Sheth, and C. Henson, "Semantic Provenance for eScience: Managing the Deluge of Scientific Data," IEEE Internet Computing, vol. 12, no. 4, 2008, pp. 46–54.
2. D. Hull et al., "Taverna: A Tool for Building and Running Workflows of Services," Nucleic Acids Research, vol. 36, no. 2, 2006, pp. W729–W732.
3. P. Missier, N. Paton, and K. Belhajjame, "Fine-Grained and Efficient Lineage Querying of Collection-Based Workflow Provenance," Proc. Conf. Extended Database Technology, ACM Press, 2010, pp. 299–310.
4. P. Missier et al., "Janus: From Workflows to Semantic Provenance and Linked Open Data," Proc. Int'l Provenance and Annotation Workshop, Springer-Verlag, 2010, in press; http://knoesis.wright.edu/library/download JanusSemanticProvenance-Taverna.pdf.
5. M.K. Anand et al., "Exploring Scientific Workflow Provenance Using Hybrid Queries over Nested Data and Lineage Graphs," Proc. Conf. Scientific and Statistical Database Management, Springer-Verlag, 2009, pp. 237–254.
6. M.K. Anand, S. Bowers, and B. Ludäscher, "Provenance Browser: Displaying and Querying Scientific Workflow Provenance Graphs," Proc. Int'l Conf. Data Eng., IEEE CS Press, 2010, pp. 1201–1204.
7. S.S. Sahoo et al., "PrOM: A Semantic Web Framework for Provenance Management in Science," tech. report KNOESIS-TR-2009, Kno.e.sis Center, Wright State Univ., 2009; http://knoesis.wright.edu/libraryresource.php?id=00706.
8. J. Volz et al., "Silk — A Link Discovery Framework for the Web of Data," Proc. 2nd Conf. about Linked Data on the Web, World Wide Web Consortium (W3C), 2009; http://events.linkeddata.org/ldow2009/papers ldow2009_paper13.pdf.
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