Janus: From Workflows to Semantic Provenance and Linked Open Data

被引:0
|
作者
Missier, Paolo [1 ]
Sahoo, Satya S. [3 ]
Zhao, Jun [2 ]
Goble, Carole [1 ]
Sheth, Amit [3 ]
机构
[1] Univ Manchester, Sch Comp Sci, Manchester M13 9PL, Lancs, England
[2] Univ Oxford, Dept Zool, Oxford, England
[3] Wright State Univ, The Kno e sis ctr, Dayton, OH USA
基金
英国工程与自然科学研究理事会;
关键词
WEB;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Data provenance graphs are form of metadata that can be used to establish a variety of properties of data products that undergo sequences of transformations, typically specified as workflows. Their usefulness for answering user provenance queries is limited, however, unless the graphs are enhanced with domain-specific annotations. In this paper we propose a model and architecture for semantic, domain-aware provenance, and demonstrate its usefulness in answering typical user queries. Furthermore, we discuss the additional benefits and the technical implications of publishing provenance graphs as a form of Linked Data. A prototype implementation of the model is available for data produced by the Taverna workflow system.
引用
收藏
页码:129 / +
页数:3
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