图书情报工作

图书情报工作 >

2013 , Vol. 57 >Issue 06: 127 - 133

DOI: https://doi.org/10.7536/j.issn.0252-3116.2013.06.022

知识组织

基于关联数据的知识发现应用体系研究

  • 李楠 ,
  • 张学福
展开
  • 1. 中国农业科学院农业信息研究所, 北京100081;
    2. 中国社会科学院研究生院图书馆, 北京102488
李楠,中国农业科学院农业信息研究所博士研究生,中国社会科学院研究生院图书馆副馆长,E-mail:linan@cass.org.cn;张学福,中国农业科学院农业信息研究所教授,博士生导师,数据库研究室副主任。

收稿日期: 2012-11-30

  修回日期: 2013-02-27

  网络出版日期: 2013-03-20

收起

Study on the Application System of Knowledge Discovery Based on Linked Data

  • Li Nan ,
  • Zhang Xuefu
Expand
  • 1. Information Institute of CAAS, Beijing 100081
    2. Graduate School of CASS, Beijing 102488

Received date: 2012-11-30

  Revised date: 2013-02-27

  Online published: 2013-03-20

Fold

摘要

认为当前关联数据相关理论和技术日趋成熟,关联数据网络资源环境已经形成。进一步研究的趋势是充分地发挥关联数据的优势和潜力,使知识发现活动从中获益,同时通过知识发现应用促进和完善关联数据的发展,成为相关研究的新趋势。在基于关联数据的知识发现研究问题范畴内,分析和构建基于关联数据的知识发现应用体系,并且对体系中的主要功能进行阐释,为相关研究和应用建立统一的框架提供参考。

关键词： 关联数据; 知识发现; 应用体系

本文引用格式

李楠 , 张学福 . 基于关联数据的知识发现应用体系研究[J]. 图书情报工作, 2013 , 57(06) : 127 -133 . DOI: 10.7536/j.issn.0252-3116.2013.06.022

Abstract

With the maturity of the related theories and technologies of linked data, the network resource environment of linked data has formed. Further work will focus on how to make full use of its advantages and potential to benefit the knowledge discovery activities, and how to improve the development of linked data with the knowledge discovery application. Within the research category of knowledge discovery based on linked data,this paper analyzes and develops the application system of knowledge discovery based on linked data,and interprets its main functions, in order to provide the unified framework for the related researches and applications.

Key words： knowledge discovery; linked data; application system

参考文献

[1] Berners-Lee T.Linked data[EB /OL].[2010-02-11].http: / /www.w3.org/Design Issues/LinkedData.html.
[2] Bizer C, Cyganiak R, Heath T. How to publish linked data on the Web[EB/OL].[2010-01-11].http://www4.wiwiss.fuberlin.de/bizer/pub/LinkedDataTutorial/.
[3] Bizer C, Heath T, Idehen K, et al. Linked data on the Web (LDOW2008)[C]//Proceeding of the 17th International Conference on World Wide Web.New York: ACM, 2008: 1265-1266.
[4] Ladwig G, Tran T.Linked data query processing strategies[J].The Semantic Web-ISWC 2010, 2010(9):453-469.
[5] Jain P, Verma K, Peter Z, et al. LOQUS: Linked Open Data SPARQL Querying System[EB/OL].[2011-11-22]. http://knoesis.wright.edu/pascal/resources/publications/loqus-tr-2010.pdf.
[6] Harth A, Hose K, Karnstedt M, et al. Data summaries for on-demand queries over linked data[C]//Proceedings of the 19th International Conference on World Wide Web.New York: ACM, 2010: 411-420.
[7] Ansell P.Model and prototype for querying multiple linked scientific datasets[J].Future Generation Computer Systems,2011,27(3):329-333.
[8] Isele R,Jentzsch A,Bizer C.Silk server-adding missing links while consuming linked data[EB/OL].[2012-08-18]. http://cold-ws.googlecode.com/svn-history/r21/trunk/proceedings/IseleEtAl_COLD2010.pdf.
[9] Volz J, Bizer C, Gaedke M, et al. Silk-a link discovery framework for the Web of data[EB/OL].[2012-08-18]. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.184.2701&rep=rep1&type=pdf.
[10] Jentzsch A, Isele R, Bizer C. Silk-Generating RDF links while publishing or consuming linked data[EB/OL].[2012-08-18]. http://www.wiwiss.fu-berlin.de/en/institute/pwo/bizer/research/publications/JentzschIseleBizer-Silk-Poster-ISWC2010.pdf.
[11] Zheng Qingzhao, Chen Huajun, Yu Tong, et al. Collaborative semantic association discovery from linked data[C]//IEEE International Conference on Information Reuse & Integration.Las Vegas: IEEE, 2009: 394-399.
[12] Nebot V, Berlanga R.Mining association rules from semantic web data[J]. Trends in Applied Intelligent Systems, 2010(6): 504--513.
[13] Lal K, Mahanti N C. A novel data mining algorithm for semantic Web based data cloud[J]. International Journal of Computer Science and Security (IJCSS), 2010, 4(2): 160-175.
[14] Glaser H, Jaffri A,Millard I.Managing co-reference on the semantic Web[EB/OL].[2011-12-15]. http://eprints.soton.ac.uk/267587/1/ldow2009_paper11.pdf.
[15] Parundekar R, Knoblock C, Ambite J. Linking and building ontologies of linked data[J]. The Semantic Web-ISWC 2010, 2010(9): 598-614.
[16] Mendes P, Kapanipathi P, Cameron D, et al.Dynamic associative relationships on the linked open data Web[EB/OL].[2012-08-20].http://journal.webscience.org/398/2/websci10_submission_116.pdf.
[17] Salvadores M, Correndo G, Szomszor M, et al. Domain-specific backlinking services in the Web of data [EB/OL].[2012-03-16]. http://eprints.soton.ac.uk/271258/.
[18] Bohm C, Naumann F, Abedjan Z, et al. Profiling linked open data with ProLOD[EB/OL].[2012-08-18]. http://www.hpi.uni-potsdam.de/fileadmin/hpi/FG_Naumann/publications/2010/boehm-et-al_ntii_icde2010.pdf.
[19] Latif A, Afzal M T, Helic D, et al. Discovery and construction of authors' profile from linked data[EB/OL].[2012-08-18]. http://coronet.iicm.edu/denis/pubs/ldow2010.pdf.
[20] Latif A, Afzal M T, Saeed A U, et al. CAF-SIAL: Concept aggregation framework for structuring informational aspects of linked open data[EB/OL].[2012-08-18].http://know-center.tugraz.at/download_extern/papers/caf-sial.pdf.
[21] Hausenblas M, Karnstedt M. Understanding linked open data as a web-scale database[EB/OL].[2012-08-18]. http://aran.library.nuigalway.ie/xmlui/bitstream/handle/10379/1127/lod-db-dbkda-2010.pdf?sequence=1.
[22] 黄永文.关联数据驱动的Web应用研究[J]. 图书馆杂志,2010(7):55-59.
[23] 黄永文,岳笑,刘建华.关联数据应用的体系框架及构建关联数据应用的建议[J].现代图书情报技术, 2011(9):7-13.
[24] 刘媛媛,李春旺,黄永文.基于LOD的关联参考服务构建研究[J].现代图书情报技术,2011(6):66-71.
[25] 娄秀明,危红,毛笑菲.图书馆关联数据孵化小组使命、活动及成果分析[J].图书情报工作, 2012,56(7):103-107.
[26] 潘有能,张悦.关联数据研究与应用进展[J].情报科学,2011,29(1):124-130.
[27] 沈志宏,张晓林. 关联数据及其应用现状综述[J].图书情报工作,2010,54(11):1-9.

Options
文章导航

/

〈 〉