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| Construction of the Ontology-Based Agricultural Knowledge Management System |
| ZHENG Ye-lu, QIAN Ping, LI Ze |
| Institute of Science and Technology Information, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, P.R.China |
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摘要 Ontology is the formal representation of concepts and their mutual relations. It has wide application potential in the classification of agricultural information, the construction of information and knowledge database, the research and development of intelligent search engine, as well as the realization of cooperative information service, etc. In this research, an ontology-based agricultural knowledge management system framework is proposed, which includes modules of ontology-based knowledge acquisition, knowledge representation, knowledge organization, and knowledge mining, etc. The key technologies, building tools and applications of the framework are explored. Future researches on the theoretical refinement and intelligent simulation knowledge service are also envisioned.
Abstract Ontology is the formal representation of concepts and their mutual relations. It has wide application potential in the classification of agricultural information, the construction of information and knowledge database, the research and development of intelligent search engine, as well as the realization of cooperative information service, etc. In this research, an ontology-based agricultural knowledge management system framework is proposed, which includes modules of ontology-based knowledge acquisition, knowledge representation, knowledge organization, and knowledge mining, etc. The key technologies, building tools and applications of the framework are explored. Future researches on the theoretical refinement and intelligent simulation knowledge service are also envisioned.
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Received: 28 June 2011
Accepted:
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| Fund: This work was supported by the National Natural Science Foundation of China (2006AA10Z239) and the National Key Technology Research and Development Program of China (2006BAD10A0501). |
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Corresponding Authors:
Correspondence ZHENG Ye-lu, Tel: +86-20-38319983, E-mail: zhengyelu@caitian.cn; HE Qi-yun, Mobile: 13822122169, E-mail: hqykk@126.com
E-mail: zhengyelu@caitian.cn
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| About author: Correspondence ZHENG Ye-lu, Tel: +86-20-38319983, E-mail: zhengyelu@caitian.cn; HE Qi-yun, Mobile: 13822122169, E-mail: hqykk@126.com |
Cite this article:
ZHENG Ye-lu, QIAN Ping, LI Ze.
2012.
Construction of the Ontology-Based Agricultural Knowledge Management System. Journal of Integrative Agriculture, 11(5): 700-709.
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| [1]Abasolo J M, Gmez M. 2000. MELISA: An ontology based agent for information retrieval in medicine. In: Proceedings of ECDL 2000 Workshop on the Semantic Web. Lisbon, Portugal. pp. 73-82. [2]Angrosh M A, Urs S R. 2007. Development of Indian agricultural research ontology: semantic rich relations based information retrieval system for Vidyanidhi digital library. In: ICADL’07 Proceedings of the 10th International Conference on Asian Digital Libraries. Springer-Verlag Berlin, Heidelberg. pp. 400-409. [3]Athanasiadis I N, Rizzoli A, Janssen S, Andersen E, Villa F. 2009. Ontology for seamless integration of agricultural data and models. In: Proceedings of 3rd International Conference, Communications in Computer and Information Science, Metadata and Semantic Research. Springer, Belin, pp. 282-293. [4]Beck H W, Kim S, Hagan D. 2005. A crop-pest ontology for extension publications. In: Proceedings of 2005 EFITA/ WCCA Joint Congress on IT in Agriculture. Vila Real, EFITA, Portugal. pp. 1169-1176. [5]Gruber T R. 1993. A translation approach to portable ontology specification. Knowledge Acquisition, 5, 199-220. [6]Haverkort A J, Top J L, Verdenius F. 2006. Organizing data in arable farming: towards an ontology of processing potato. Potato Research, 49, 177-201. [7]Huang D M, Fang Q, Yu Q M. 2012. Location service information supporting system based on ontology. Journal of Integrative Agriculture, 11, 858-864. [8]Ji Z, Li S W, Zhang Y H, Zhang Z Z, Zhang G Y, Lu Y, Xu J C, Zhu L J. 2008. Study on modeling tea pest diagnosis system based on ontology. Agriculture Network Information, 9, 112-116. (in Chinese) [9]Kawtrakul A. 2012. Ontology engineering and knowledge services for agriculture domain. Journal of Integrative Agriculture, 11, 741-751. [10]Maedche A. 2002. Ontology Learning for the Semantic Web. Kluwer Academic Publishers, Norwell. pp. 18-20. [11]Maliappis M T. 2009. Applying an agricultural ontology to web-based applications. International Journal of Metadata, Semantics and Ontologies, 4, 133-140. [12]Mena E, Illarramendi A. 2001. Ontology-based query processing for global information systems. Kluwer Academic Publishers, Norwell. pp. 45-67. [13]Qian P, Meng X X, Zheng Y L, Wang Z, Li Z. 2009. Preliminary study on agricultural ontology services in China. Agriculture Network Information, 8, 5-8. (in Chinese) [14]Simperl E P B, Tempich C. 2006. Ontology engineering: a reality check. In: Proceedings of the 5th International Conference on Ontologies, Databases, and Applications of Semantics. LNCS 4275, Montpellier, France, pp. 836-854. [15]Taboada M, Martinez D, Mira J. 2005. Experiences in reusing knowledge sources using Protege and PROMPT. International Journal of Human-Computer Studies, 62, 597-618. [16]Xie N F, Wang W S, Yang Y. 2008. Ontology-based agricultural knowledge acquisition and application. In: IFIP International Federation for Information Processing. vol. 258. Computer and Computing Technologies in Agriculture. vol. 1. Springer, Boston, USA. pp. 349-357. [17]Zhang L, Kang L, Cheng X R, Jiang G W, Niu Z J. 2009. The acquisition of calss definitions in the commodity ontology of agricultural means of production. In: IFIP International Federation for Information Processing. vol. 294. Computer and Computing Technologies in Agriculture II. vol. 2. Springer, Boston, USA. pp. 1299-1308. [18]Zheng Y L, Li Z, He Q Y, Huang Q J, Zong N S. 2009. Construction and preliminary application of agricultural production techniques and market information ontology. Agriculture Network Information, 8, 46-50. (in Chinese) [19]Zong N S, Zheng Y L, Qian P, Li Z. 2008. The study on the system frame design of the agri-knowledge service. In: Proceedings of International Forum on Technological Innovation and Competitive Technical Intelligence 2008. Peking University Press, China. [20]Zong N S, He Q Y, Zheng Y L, Qian P. 2009a. Construction of the agri-producation technology ontology and the realization of the semantic retrieval. Guangdong Agricultural Sciences, 3, 195-199. (in Chinese) [21]Zong N S, Zheng Y L, Wang Z. 2009b. A SWRL rules parser algorithm based on the topic semantic comparability and ant colony algorithm. In: 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery. IEEE Press Piscataway, NJ, USA. pp. 161-167. [22]Zuniga G L. 2001. Ontology: its transformation from philosophy to information systems. In: Proceedings of the International Conference on Formal Ontology in Information Systems. ACM, New York, UAS. pp. 187-197. |
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