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New Technology of Library and Information Service  2013, Vol. 29 Issue (9): 15-22    DOI: 10.11925/infotech.1003-3513.2013.09.03
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Linking and Mapping of Library Catalogue Data Based on MapReduce
Yu Wei1, Chen Junpeng2
1. School of Information Management, Nanjing University, Nanjing 210093, China;
2. School of Information Engineering, Nanjing University of Finance and Economics, Nanjing 210023, China
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Abstract  In this paper, the MARC data is transformed to linked data, based on MapReduce model and MODS Onto-logy. Through the mapping among different linked open data sets, the library catalogue data can become part of the linked open data community and provide efficient semantic data to knowledge discovery and semantic service.
Key wordsMapReduce      Mapping and linkage      Catalogue data      Linked data     
Received: 06 June 2013      Published: 27 September 2013
:  G254 TP18  

Cite this article:

Yu Wei, Chen Junpeng. Linking and Mapping of Library Catalogue Data Based on MapReduce. New Technology of Library and Information Service, 2013, 29(9): 15-22.

URL:

http://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/10.11925/infotech.1003-3513.2013.09.03     OR     http://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/Y2013/V29/I9/15

[1] Heath T, Bizer C. Linked Data: Evolving the Web into a Global Data Space [M]. The 1st Edition.Morgan & Claypool Publishers, 2011.
[2] Bizer C, Heath T, Idehen K, et al. Linked Data on the Web [C]. In: Proceedings of WWW2008, Beijing, China. 2008: 1265-1266.
[3] The GeoNames Geographical Database[EB/OL].[2013-07-12]. http://www.geonames.org/.
[4] Samwald M, Jentzsch A, Bouton C, et al. Linked Open Drug Data for Pharmaceutical Research and Development [J]. Journal of Cheminformatics, 2011, 3(1): 19.
[5] Bizer C, Lehmann J, Kobilarov G, et al. DBpedia - A Crystallization Point for the Web of Data [J]. Web Semantics: Science, Services and Agents on the World Wide Web, 2009,7 (3): 154-165.
[6] Linking Open Government Data [EB/OL].[2013-07-12]. http://logd.tw.rpi.edu/.
[7] Malmsten M. Making a Library Catalogue Part of Semantic Web [C]. In: Proceedings of the 2008 International Conference on Dublin Core and Metadata Applications.2008: 146-152.
[8] Summers E, Isaac A, Redding C, et al. LCSH, SKOS and Linked Data [C]. In: Proceedings of the 2008 International Conference on Dublin Core and Metadata Applications.2008: 25-33.
[9] OCLC- WorldCat [EB/OL]. [2013-05-20]. http://www.worldcat.org/.
[10] 黄华军,曾新红,林伟明. OTCSS关联数据服务的研究与实现[J]. 现代图书情报技术,2012 (7/8): 40- 47.(Huang Huajun, Zeng Xinhong, Lin Weiming. Research and Implementation about Linked Data Service of OTCSS[J]. New Technology of Library and Information Service, 2012 (7/8):40-47.)
[11] 欧石燕.面向关联数据的语义数字图书馆资源描述与组织框架设计与实现[J]. 中国图书馆学报,2012, 38(6):58-71. (Ou Shiyan. Design and Implementation of a Linked Data-oriented Framework for Resource Description and Organization in Semantic Digital Libraries [J]. Journal of Library Science in China, 2012, 38 (6):58-71.)
[12] 夏翠娟,刘炜,赵亮,等. 关联数据发布技术及其实现——以Drupal为例[J]. 中国图书馆学报,2012, 38(1):49-57. (Xia Cuijuan,Liu Wei,Zhao Liang, et al. The Current Technologies and Tools for Linked Data: A Case of Drupal [J]. Journal of Library Science in China, 2012, 38 (1):49-57.)
[13] 白海燕,朱礼军.关联数据的自动关联构建研究[J]. 现代图书情报技术,2010(2): 44-49. (Bai Haiyan, Zhu Lijun. Research on Automatic Interlinking of Linked Data[J]. New Technology of Library and Information Service, 2010(2): 44-49.)
[14] DBLP [EB/OL]. [2013-05-20]. http://dblp.uni-trier.de/.
[15] Moller K, Heath T, Handschuh S,et al. Recipes for Semantic Web Dog Food: The ESWC and ISWC Metadata Projects [C]. In: Proceedings of the 6th International Semantic Web Conference and the 2nd Asian Semantic Web Conference. Berlin, Heidelberg: Springer-Verlag,2007: 802-815.
[16] The Linking Open Data Cloud Diagram[EB/OL]. [2013-05-20]. http://lod-cloud.net/.
[17] DuraCloud [EB/OL]. [2013-05-20]. http://www.duracloud.org/.
[18] Dean J, Ghemawat S. MapReduce: Simplified Data Processing on Large Clusters [C]. In: Proceedings of the 6th Symposium on Operating Systems Design and Implementation, 2004.
[19] Bizer C. The Emerging Web of Linked Data [J]. IEEE Intelligent Systems, 2009, 24(5):87-92.
[20] Oren E, Delbru R, Catasta M, et al. Sindice.com: A Document-oriented Lookup Index for Open Linked Data [J]. International Journal of Metadata, Semantics and Ontologies, 2008, 3(1): 37-52.
[21] Cheng G, Ge W, Qu Y. Falcons: Searching and Browsing Entities on the Semantic Web [C]. In: Proceedings of the 17th International Conference on World Wide Web (WWW’08).New York: ACM, 2008: 1101-1102.
[22] MarOnt Ontology [EB/OL]. [2013-05-20].http://deri.semanticweb.org/content/marcont-ontology.
[23] The FRBR Blog. Bibliographic Ontology Specification 1.0[EB/OL]. (2008-06-06). [2013-05-20]. http://www.frbr.org/2008/06/06/bibliographic-ontology-specification-10.
[24] 白海燕,乔晓东. 基于本体和关联数据的书目组织语义化研究[J]. 现代图书情报技术,2010(9): 18-27. (Bai Haiyan, Qiao Xiaodong. Study of Semantic Bibliography base on Ontology and Linked Data[J]. New Technology of Library and Information Service, 2010 (9): 18-27.)
[25] 王军,程煜华. 基于传统知识组织资源的本体自动构建[J]. 情报学报, 2009, 28(5): 651-657. (Wang Jun, Cheng Yuhua. An Automatic Approach to Ontology Building by Integrating Traditional Knowledge Organization Resources[J]. Journal of the China Society for Scientific and Technical Information, 2009, 28(5): 651-657.)
[26] MOD Schema [EB/OL]. [2013-05-20]. http://www.loc.gov/standards/mods/.
[27] SIMILE Widgets [EB/OL]. [2013-05-20]. http://simile-widgets.org.
[28] RDF Ontology for MODS V3.1[EB/OL]. [2013-05-20]. http://simile.mit.edu/2006/01/ontologies/mods3.
[29] Project Gutenberg Australia [EB/OL]. [2013-05-20]. http://gutenberg.net.au/.
[30] code4rda [EB/OL]. [2013-05-20]. http://code.google.com/p/code4rda/.
[31] The Library of Congress. Resource Description and Access [EB/OL]. [2013-05-20]. http://www.loc.gov/aba/rda/.
[32] Bizer C, Heath T, Berners-Lee T. Linked Data – The Story So Far [J]. International Journal on Semantic Web and Information Systems, 2009, 5(3):1-22.
[33] Volz J, Bizer C, Gaedke M, et al. Discovering and Maintaining Links on the Web of Data [C]. In: Proceedings of the 8th International Semantic Web Conference.Berlin, Heidelberg: Springer-Verlag,2009: 650-665.
[34] DBpedia. DBpedia 3.8 Downloads[EB/OL]. [2013-05-20]. http://wiki.dbpedia.org/Downloads38.
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