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大数据环境下领域本体构建框架研究*

付苓 (首都图书馆)

〔关键词〕大数据领域本体知识组织养生

本文提出一种面向大数据的普适的领域本体构建方法，旨在为大数据环境下的领域本体构建提供方法论指导。通过调研大规模应用中的领域本体构建，总结能够为大数据本体建设提供的参考，提出大数据环境下构建领域本体的方法论，应用此方法构建一个养生领域本体。按照本文领域本体构建方法所构建的养生领域本体较之其他领域本体，具有可重用性、可扩展性等优点，因此，该研究可为大数据环境下快速而有效地构建领域本体提供借鉴。

参考文献：

1. Gruber TR. A translation approach to portable ontology specifications[J]. Knowledge Acquisition, 1993, 5（2）：199-220
2. Simperl E. Reusing ontologies on the Semantic Web: A
feasibility study[J]. Data Knowledge Engineering, 2009, 68（10）
3. http://www.loa.istc.cnr.it/old/DOLCE.html
4. Pease A, Niles I, Li J.The suggested upper merged ontology: a large ontology for the semantic web and its applications[C]. Proceedings of the Workshop on ontologies and the semantic web at the AAAI 2002, Edmonton, 2002
5. Smith B, Ashburner M, Rosse C, et al. The OBO foundry: Coordinate devolution of ontologies to support biomedical data integration[J]. Nature Biotechnology, 2007（25）：1251-1253
6. Grau B C, Horrocks I, Kazakov Y, et al. Just the Right Amount: Extracting Modules from Ontologies[C]. In: Proceedings of 16th International Conference on World Wide Web. ACM, 2007：717-726
7. Noy N and Musen M. Traversing ontologies to extract views[C]. Stuckenschmidt H, Parent C, and Spaccapietra S. Modular Ontologies: Concepts, Theories and Techniques for Knowledge Modularization. Springer, Berlin. 2009：245-260
8. Doran P, Tamma V, and Iannone L. Ontology Module Extraction for Ontology Reuse: an Ontology Engineering Perspective[C]. In: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management. ACM, 2007：61-70
9. Mari Carmen Suárez-Figueroa, Asunción Gómez- Pérez and Mariano Fernández-López.The NeOn Methodology for Ontology Engineering[M]. Suárez-Figueroa M C, Gómez- Pérez A, Motta E, et al. Ontology Engineering in a Networked World. Berlin, Heidelberg: Springer-Verlag, 2012：9-34
10. 陈明 . 大数据概论 [M]. 北京：科学出版社，2014
11. Sua’rez-Figueroa M C,Gómez-Pérez A, and Ferna’ndez-Lo’pez M. The NeOn Methodology for OntologyEngineering  [M]. Suárez-Figueroa M C, Asunción Gómez-Pérez, Motta E, et al. Ontology Engineering in a Networked World. Berlin, Heidelberg: Springer, 2012：9-34
12. Caracciolo C, Heguiabehere J, Gangemi A, et al. Knowledge Management at FAO: A Case Study on Network of Ontologies in Fisheries[M].//Suárez-Figueroa M C, Gómez-Pérez A, Motta E, et al. Ontology Engineering in a Networked World. Berlin, Heidelberg: Springer-Verlag, 2012：383-405
13. 孙坦 , 刘峥 . 面向外文科技文献信息的知识组织体系建设思路 [J]. 图书与情报，2013（1）：2-7
14. 马雨萌 , 刘凤红 , 黄金霞 . STKOS 中领域本体模型框研究 [J] . 图书情报工作，2015, 59（3）：119-125, 139
15. Stenzhorn H, Beiwanger E, Hoek L, et al. BioTop and ChemTop - Top-Domain Ontologies for Biology and Chemistry[C]. Proceedings of the International Semantic Web Conference - ISWC , 2008
16. Abbes H, Gargouri F. M2Onto: An Approach and a Tool to Learn OWL Ontology from MongoDB Database[C]. In: Madureira AM, Abraham A, Gamboa D, et al. Intelligent Systems Design and Applications. ISDA 2016. Advances in Intelligent Systems and Computing. Springer, Cham. 2017, 557：612-621
17. Abbes H, Boukettaya S, Gargouri F.Learning ontology from big data through MongoDB Database[C]. In: the 12th ACS/IEEE International Conference on Computer Systems and Applications
（AICCSA）, 2015：1-7
18. Jirkovsk? V, Obitko M. Semantic Heterogeneity Reduction for Big Data in Industrial Automation. In: Information Technologies - Applications and Theory ITAT; 2014
19. Bansal SK, Kagemann S. Integrating Big Data: A SemanticExtract-Transform-Load Framework[J]. Computer, 2015, 48（3）：42-50
20. Maedche A, StaabS. Ontology Learning[M]. Handbook onOntologies.Berlin, Heidelberg: Springer-Verlag, 2004：173-190
21. 曾秋霞，付剑鹏 . 从中医养生谚语英译看中西方养生观差异 [J]. 英语广角，2015（9）：48-49
22. 王天福 . 中医养生新法 [M]. 北京：中国医药科技出版社，2013
23. 刘占文 . 中医养生学 [M]. 北京：中国中医药出版社，2012
24. 马烈光 . 中医养生学 [M]. 北京：中国中医药出版社，2012
25. 杨世忠 . 中医养生学概论 [M]. 北京：中医古籍出版社，2009
26. 张民生 . 现代养生学 [M]. 西安：陕西科学技术出版社，2014
27. 中医养生本体 [EB/OL].  http://www.tcmkb.cn/ontologies/health/[2015-10-01]
28. Mathieu d’Aquin, Peter Haase, Chan Le Duc, Antoine Zimmermann.D1.1.4 NeOn Formalism for Modularization: Imple- mentation and Evaluation[EB/OL].    http://www.neon-project.org/ web-content/images/Publications/neon_2008_d114.pdf