A Data Provenance Model based on the Double-helical Structure of DNA
Chen Ying 1,2
1(National Science Library, Chinese Academy of Sciences, Beijing 100190, China) 2(Graduate University of Chinese Academy of Sciences, Beijing 100049, China)
This paper introduces the concept and the research domain of data provenance, explains the relationship between data provenance and scientific workflow, and makes a brief analysis and comparison of several existing data provenance models. Then, by borrowing the knowledge on biological informatics, a data provenance model is proposed which is based on the double-helical structure of DNA.
陈颖. 一种基于DNA双螺旋结构的数据起源模型[J]. 现代图书情报技术, 2008, 24(10): 11-15.
Chen Ying. A Data Provenance Model based on the Double-helical Structure of DNA. New Technology of Library and Information Service, 2008, 24(10): 11-15.
［1］ Simmhan Y L, Plale B, Gannon D. A Framework for Collecting Provenance in Data-Centric Scientific Workflows ［EB/OL］.［2007-01-11］.http://www.cs.indiana.edu/dde/papers/SimmhanICWS06.pdf.
［2］ Simmhan Y L,Plale B, Gannon D. A Survey of Data Provenance in e-Science.［EB/OL］.［2008-6-13］.http://www.sigmod.org/sigmod/record/issues/0509/p31-special-sw-section-5.pdf.
［3］ Vijayakumar N N, Plale B. Tracking Stream Provenance in Complex Event Processing Systems for Workflow-Driven Computing［C］. In:Second Int’l Workshop on Event-driven Architecture, Processing, and Systems. (EDA-PS’07), in conjunction with VLDB'07. Vienna, 2007.
［4］ Blount M, Davis J, Misra A, et al. A Time-and-Value Centric Provenance Model and Architecture for Medical Event Streams［DB/OL］. http://portal.acm.org/citation.cfm?id=1248082.
［5］ 文元桥,余胜生.基于案例的动态科学工作流模型［J］.计算机科学,2007,34(5):120-124.
［6］ 爱德华.奥.威尔逊.论契合:知识的统合［M］. 田洺译.北京:三联书店,2002.
［7］ 李亚子.数据起源标注模式与描述模型［J］.现代图书情报技术,2007(7):10-13.
［8］ Hasan P, Sion R, Winslett M.Introducing Secure Provenance: Problems and Challenges［EB/OL］.［2008-06-11］.http://www.cs.sunysb.edu/~sion/research/sion2007storagess-provenance.pdf.
