Please wait a minute...
New Technology of Library and Information Service  2011, Vol. 27 Issue (4): 1-8    DOI: 10.11925/infotech.1003-3513.2011.04.01
Current Issue | Archive | Adv Search |
Data Provenance Model in Semantic Web Environment: An Overview
Shen Zhihong1,2,3, Zhang Xiaolin1
1. National Science Library, Chinese Academy of Sciences, Beijing 100190,China;
2. Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190,China;
3. Graduate University of Chinese Academy of Sciences, Beijing 100049,China
Download: PDF(754 KB)   HTML  
Export: BibTeX | EndNote (RIS)      
Abstract  This paper reviews the progress of research on provenance in the Semantic Web environment, and introduces provenance models including the Open Provenance Model, Provenir Ontology and Provenance Vocabulary, focusing on the description methods and description capabilities of them. Finally, it discusses the difficulties and new challenges when applying these provenance models in the scientific research environment.
Key words： Data provenance      Workflow provenance      Provenance model      Open provenance model      Semantic Web      Linked data     
Received: 23 March 2011      Published: 11 June 2011
: 

TP393

 		 
Service
E-mail this article
Add to my bookshelf
Add to citation manager
E-mail Alert
RSS
Articles by authors
Shen Zhihong
Zhang Xiaolin

Cite this article:

Shen Zhihong, Zhang Xiaolin. Data Provenance Model in Semantic Web Environment: An Overview. New Technology of Library and Information Service, 2011, 27(4): 1-8.

URL:

http://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/10.11925/infotech.1003-3513.2011.04.01     OR     http://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/Y2011/V27/I4/1

[1] Data Provenance/Derivation Workshop Position Papers and Talks [EB/OL]. [2010-11-01]. http://people.cs.uchicago.edu/~yongzh/position_papers.html.

[2] Data Provenance and Annotation [EB/OL]. [2010-11-01]. http://www.nesc.ac.uk/esi/events/304/.

[3] Provenance Aware Storage Systems [EB/OL]. [2010-11-01]. http://www.eecs.harvard.edu/~margo/pass/fall-2005.html.

[4] International Provenance and Annotation Workshop Series[EB/OL].[2010-11-01].http://www.ipaw.info/.

[5] 1st Workshop on the Theory and Practice of Provenance (TaPP’09)[EB/OL].[2010-11-01].http://www.usenix.org/events/tapp09/.

[6] Workshop on Principles of Provenance (PrOPr)[EB/OL]. [2010-11-01]. http://wiki.esi.ac.uk/PrinciplesOfProvenanceWorkshop.

[7] Provenance in Practice Workshop 2009 (PPW’09) [EB/OL]. [2010-11-01]. http://stan.cc.swin.edu.au/~samar/ppw09/.

[8] SWPM-2010 - Knoesis Wiki [EB/OL]. [2010-11-01].http://wiki.knoesis.org/index.php/SWPM-2010.

[9] International Workshop on Data and Process Provenance [EB/OL]. [2010-11-01]. http://itee.uq.edu.au/~dasfaa/workshop/wdpp/WDPP09.htm.

[10] W3C Provenance Incubator Group Wiki [EB/OL]. [2010-11-01].http://www.w3.org/2005/Incubator/prov/wiki/Main_Page.

[11] Moreau L. The Foundations for Provenance on the Web[J]. Foundations and Trends in Web Science, 2010, 2(2-3):99-241.

[12] Becker R A, Chambers J M. Auditing of Data Analysis[J]. SIAM Journal on Scientific and Statistical Computing, 1988, 9(4):747-760.

[13] IPAW’06 - International Provenance and Annotation Workshop[EB/OL]. [2010-11-01]. http://www.ipaw.info/ipaw06/index.html.

[14] IPAW 2008 Second International Provenance and Annotation Workshop [EB/OL]. [2010-11-01]. http://www.sci.utah.edu/ipaw2008/index.html.

[15] The Third International Provenance and Annotation Workshop (IPAW 2010) [EB/OL]. [2010-11-01]. http://tw.rpi.edu/portal/IPAW2010.

[16] 戴超凡, 王涛, 张鹏程. 数据起源技术发展研究综述[J]. 计算机应用研究, 2010,27(9):3215-3221.

[17] 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.

[18] 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(10): 11-15.

[19] 乐鹏, 彭飞飞, 龚健雅. 基于 SOA 的空间数据起源研究[J]. 地理与地理信息科学, 2010, 26(3):6-10.

[20] 李秀美, 王凤英. 数据起源安全模型研究[J]. 山东理工大学学报: 自然科学版, 2010, 24(4):56-60.

[21] Buneman P, Tan W C. Provenance in Databases[C]. In: Proceedings of the 2007 ACM SIGMOD International Conference on Management of Data, Beijing, China. New York, USA: ACM,2007: 1171-1173.

[22] Buneman P, Khanna S, Wang-Chiew T. Why and Where: A Characterization of Data Provenance[C]. In: Proceedings of ICDT 2001. Berlin: Springer, 2001: 316-330.

[23] Green T J, Karvounarakis G, Tannen V. Provenance Semirings[C]. In: Proceedings of the 26th ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, Beijing, China. New York, USA:ACM, 2007: 31-40.

[24] Ram S, Liu J, George R T. PROMS: A System for Harvesting and Managing Data Provenance [EB/OL]. [2010-11-01]. http://kartik.eller.arizona.edu/WITS_DEMO_final.pdf.

[25] Simmhan Y L, Plale B, Gannon D. A Framework for Collecting Provenance in Data-Centric Scientific Workflows[EB/OL].[2007-01-10].http://www.cs.indiana.edu/dde/papers/SimmhanICWS06.pdf.

[26] What is Provenance[EB/OL]. [2010-11-01]. http://www.w3.org/2005/Incubator/prov/wiki/What_Is_Provenance.

[27] PREMIS: Preservation Metadata Maintenance Activity (Library of Congress) [EB/OL]. [2011-02-01].http://www.loc.gov/standards/premis/index.html.

[28] 张晓林.元数据研究与应用[M].北京:北京图书馆出版社,2002:174-177.

[29] Day M. CEDARS: Digital Preservation and Metadata [EB/OL]. [2011-02-01]. http://www.ercim.eu/publication/ws-proceedings/DELOS6/cedars.pdf.

[30] 2007 Cyberinfrastructure Vision for 21st Century Discovery [EB/OL]. [2008-03-01]. http://www.nsf.gov/od/oci/ci_v5.pdf.

[31] The Open Provenance Model (v1.00) [EB/OL]. [2011-02-01]. http://eprints.ecs.soton.ac.uk/14979/1/opm.pdf.

[32] Open Provenance Model Vocabulary Specification [EB/OL]. [2010-10-10]. http://open-biomed.sourceforge.net/opmv/ns.html.

[33] Sahoo S S, Barga R S, Goldstein J, et al. Provenance Algebra and Materialized View-based Provenance Management[C]. In: Proceedings of the 2nd International Provenance and Annotation Workshop. Berlin:Springer, 2008: 531-540.

[34] Provenir Ontology [EB/OL]. [2010-07-10]. http://wiki.knoesis.org/index.php/Provenir_Ontology.

[35] Linked Data on the Web (LDOW2009) [EB/OL]. [2010-11-01]. http://events.linkeddata.org/ldow2009/.

[36] Hartig O. Provenance Information in the Web of Data [C]. In: Proceedings of the Linked Data on the Web (LDOW) Workshop at WWW, Madrid, Spain. 2009.

[37] Guide to the Provenance Vocabulary [EB/OL]. [2010-07-10]. http://sourceforge.net/apps/mediawiki/trdf/index.php?title=Guide_to_the_Provenance_Vocabulary.

[38] DCMI Metadata Terms [EB/OL]. [2010-10-10]. http://dublincore.org/documents/dcmi-terms/.

[39] Provenance Vocabulary Mappings [EB/OL]. [2010-12-10]. http://www.w3.org/2005/Incubator/prov/wiki/Provenance_Vocabulary_Mappings.

[40] SKOS Simple Knowledge Organization System [EB/OL]. [2010-05-10]. http://www.w3.org/2004/02/skos/.

[41] OWL 2 Web Ontology Language Document Overview [EB/OL]. [2009-10-10]. http://www.w3.org/TR/owl2-overview/.

[42] Provenance and Web Architecture [EB/OL]. [2010-11-01]. http://www.w3.org/2005/Incubator/prov/wiki/Provenance_and_Web_Architecture.

[43] Buneman P, Khanna S, Tan W C. Data Provenance: Some Basic Issues[C]. In: Proceedings of the 20th Conference on Foundations of Software Technology and Theoretical Computer Science. London, UK: Springer-Verlag, 2000: 87-93.

[44] Buneman P, Khanna S, Tan W C. On Propagation of Deletions and Annotations Through Views[C]. In: Proceedings of the 21st ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, Madison, Wisconsin. New York, USA:ACM, 2002: 150-158.
[1] Zhihong Shen,Chang Yao,Yanfei Hou,Linhuan Wu,Yuepeng Li. Big Linked Data Management: Challenges, Solutions and Practices[J]. 数据分析与知识发现, 2018, 2(1): 9-20.
[2] Jiawang Cui,Chunwang Li. Identifying Semantic Relations of Clusters Based on Linked Data[J]. 数据分析与知识发现, 2017, 1(4): 57-66.
[3] Ying Jiang,Jing Zhang,Lingxuan Zhu. Extracting and Visualizing Knowledge Graph Schema from Linked Data with Cytoscape Platform[J]. 数据分析与知识发现, 2017, 1(3): 29-37.
[4] Yunfei Qi,Yuxiang Zhao,Qinghua Zhu. Linked Data for Mobile Visual Search System of Digital Library[J]. 数据分析与知识发现, 2017, 1(1): 81-90.
[5] Zhao Yiping,Bi Qiang. Using Linked Data to Retrieve Similar Documents from the Academic Resource Websites[J]. 现代图书情报技术, 2016, 32(3): 41-49.
[6] Guo Zhenying, Zhao Wenbing, Wei Yuhui. Construction of Linked Data with Lightweight Book Bibliography Ontology[J]. 现代图书情报技术, 2015, 31(7-8): 139-143.
[7] Gao Jinsong, Cheng Ya, Liang Yanqi. Ontology Matching for Linked Data Set[J]. 现代图书情报技术, 2015, 31(6): 33-40.
[8] Liang Yiduo, Zhai Jun. Research on Application of Ontology Reasoning in Linkage Discovery of Linked Data[J]. 现代图书情报技术, 2015, 31(4): 87-95.
[9] Gao Jinsong, Liang Yanqi, Li Ke, Xiao Lian, Zhou Ximan. E-commerce Credit Information Service Model for Linked Data[J]. 现代图书情报技术, 2014, 30(6): 8-16.
[10] Yu Wei, Chen Junpeng. Linking and Mapping of Library Catalogue Data Based on MapReduce[J]. 现代图书情报技术, 2013, 29(9): 15-22.
[11] Wang Zhongyi, Xia Lixin, Shi Yijin, Zheng Senmao. The Creation and Publishing of Middle Linked Data in Digital Library[J]. 现代图书情报技术, 2013, (5): 28-33.
[12] Liu Wei, Xia Cuijuan, Zhang Chunjing. Big Data and Linked Data: The Emerging Data Technology for the Future of Librarianship[J]. 现代图书情报技术, 2013, (4): 2-9.
[13] Xia Cuijuan. Research on RDB2RDF Standards and Applications[J]. 现代图书情报技术, 2013, (4): 10-17.
[14] Zhu Wenjing, Xia Cuijuan, Liu Wei. Analysis of SILK Linkage Discovery Framework[J]. 现代图书情报技术, 2013, (4): 18-24.
[15] Zhong Yuanxin, Li Tianzhang, Liu Wei. A Research on Linked Data Mashup in OPAC[J]. 现代图书情报技术, 2013, (4): 25-29.
  Copyright © 2016 Data Analysis and Knowledge Discovery   Tel/Fax:(010)82626611-6626，82624938   E-mail:jishu@mail.las.ac.cn