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New Technology of Library and Information Service  2012, Vol. 28 Issue (3): 15-22    DOI: 10.11925/infotech.1003-3513.2012.03.03
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Application of Domain Ontology in Marine Ecology Knowledge Management
Xiong Jing1, Guo Lei1, Xu Jianliang2
1. School of Computer and Information Engineering, Anyang Normal University, Anyang 455002, China;
2. Department of Computer Science and Technology, Ocean University of China, Qingdao 266100, China
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Abstract  Aiming at the disadvantages existing in the marine ecology knowledge sharing, this paper proposes an Ontology-based marine ecological knowledge management model. It analyzes the domain knowledge representation, sharing, management and application of marine ecology by the role theory and Ontology construction method, then a heavy-weight marine ecology Ontology is built using Hozo. Based on the Ontology, an optimized information retrieval system named OASIS is developed to test and verify the method. Experimental results show that the method can effectively solve the problems in marine ecology knowledge sharing, and has advantages in information retrieval and semantic reasoning.
Key wordsMarine ecosystem      Ontology      Role theory      Information retrieval     
Received: 13 January 2012      Published: 19 April 2012



Cite this article:

Xiong Jing, Guo Lei, Xu Jianliang. Application of Domain Ontology in Marine Ecology Knowledge Management. New Technology of Library and Information Service, 2012, 28(3): 15-22.

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[1] 董慧, 徐雷. 基于本体知识表示的历史领域专家系统模型[J]. 现代图书情报技术, 2010(S1): 72-78. (Dong Hui, Xu Lei. Knowledge Representation in History Field Expert System Application Based on Ontology [J]. New Technology of Library and Information Service, 2010(S1): 72-78.)

[2] Mizoguchi R, Sunagawa E, Kozaki K, et al. The Model of Roles Within an Ontology Development Tool: Hozo[J]. Applied Ontology, 2007, 2(2): 159-179.

[3] Fonseca F, Martin J. Space and Time in Eco-Ontologies[J]. AI Communications, 2004, 17(4): 259-269.

[4] 孙敏, 陈秀万, 张飞舟. 地理信息本体论[J]. 地理与地理信息科学, 2004, 20(3): 6-11. (Sun Min, Chen Xiuwan, Zhang Feizhou. Geo-Ontology [J]. Geography and Geo-Information Science, 2004, 20(3): 6-11.)

[5] Fonseca F, Martin J, Rodríguez A. From Geo to Eco-Ontologies[C]. In:Proceddings of the 2nd International Conference on Geographic Information Science. London,UK:Springer, 2002: 93-107.

[6] Raskin R, Pan M. Semantic Web for Earth and Environmental Terminology (SWEET)[C]. In:Proceedings of Workshop on Semantic Web Technologies for Searching and Retrieving Scientific Data at ISWC 2003. 2003.

[7] Graybeal J, Bermudez L, Bogden P, et al. Marine Metadata Interoperability Project: Leading to Collaboration[C]. In: Proceedings of the 2005 IEEE International Symposium on Mass Storage Systems and Technology, Sardinia, Italy. Washington, DC:IEEE, 2005:14-18.

[8] 郑业鲁, 何绮云, 钱平, 等. 基于本体的农业知识管理系统构建方法[J]. 中国科学:信息科学, 2010(S1): 196-204. (Zheng Yelu, He Qiyun, Qian Ping, et al. Construction of the Ontology-based Agricultural Knowledge Management System [J]. Scientia Sinica:Informationis, 2010(S1): 196-204.)

[9] 肖洪, 余锦凤. 基于Ontology的数字图书馆知识管理系统的设计与实现[J]. 现代图书情报技术, 2006(3): 20-22. (Xiao Hong, Yu Jinfeng. Design and Implementation of an Ontology-based Knowledge Management System for Digital Library [J]. New Technology of Library and Information Service, 2006(3): 20-22.)

[10] 于德介, 周安美, 郭建文. 基于本体的故障诊断知识管理系统研究[J]. 湖南大学学报:自然科学版, 2011, 38(5): 34-39. (Yu Dejie, Zhou Anmei, Guo Jianwen. Research on Fault Diagnosis Knowledge Management System Based on Ontology [J]. Journal of Hunan University:Natural Sciences, 2011, 38(5): 34-39.)

[11] Guarino N. Concepts, Attributes and Arbitrary Relations-Some Linguistic and Ontological Criteria for Structuring Knowledge Bases[J]. Data & Knowledge Engineering, 1992, 8(3): 249-261.

[12] Loebe F. Abstract vs. Social Roles–Towards a General Theoretical Account of Roles[J]. Applied Ontology, 2007, 2(2): 127-158.

[13] Masolo C, Vieu L, Bottazzi E, et al. Social Roles and Their Descriptions[C]. In: Proceedings of KR 2004. AAAI Press, 2004: 267-277.

[14] Steimann F. On the Representation of Roles in Object-oriented and Conceptual Modelling[J]. Data & Knowledge Engineering, 2000, 35(1): 83-106.

[15] Kozaki K, Kitamura Y, Ikeda M, et al. Development of an Environment for Building Ontologies Which is Based on a Fundamental Consideration of "Relationship" and "Role"[C]. In: Proceedings of the 6th Pacific Knowledge Acquisition Workshop (PKAW2000). 2000.

[16] 董金祥. 基于语义面向服务的知识管理与处理[M]. 杭州: 浙江大学出版社, 2009. (Dong Jinxiang. Semantics-Based Service-Oriented Knowledge Management and Processing [M]. Hangzhou:Zhejiang University Press, 2009.)

[17] Kumazawa T, Saito O, Kozaki K, et al. Toward Knowledge Structuring of Sustainability Science Based on Ontology Engineering[J]. Sustainability Science, 2009, 4(1): 99-116.

[18] Searle B. Marine Metadata Systems and the Marine Environmental Data Inventory Referral System (MEDI) Pilot Project[C]. In: Proceedings of the 23rd Annual Conference of the International Association of Aquatic and Marine Science Libraries and Information Centers. 1998:21-34.

[19] Sorribas J, Tudela A, Castellón A, et al. An Oceanographic Data Acquisition System (ODAS) for Ethernet LANs for Spanish Research Vessels[C]. In: Proceedings of IEEE Oceans Conference and Exhibition on Engineering for Sustainable Use of the Oceans (OCEANS 98), Nice, France. IEEE, 1998:93-97.

[20] Verduin J, Fischer J. EDIOS: European Directory of the Initial Ocean Observing System[J]. Elsevier Oceanography Series, 2003, 69: 265-271.

[21] 林绍花, 陈奎英. 地球科学数据库系统(WDC-D)-海洋学科数据库群建设项目[J]. 海洋信息,2003(1): 1-3. (Lin Shaohua, Chen Kuiying. Geoscience Database System (WDC-D)-A Project on the Marine Database Group Construction[J]. Marine Information, 2003(1): 1-3.)

[22] 李宏利, 汪海. 海洋测绘信息元数据标准研究[J]. 海洋测绘, 2005, 25(1): 18-22. (Li Hongli, Wang Hai. The Research for Standardization of Hydrographic Metadata [J]. Hydrographic Surveying and Charting, 2005, 25(1): 18-22.)

[23] Gruninger M, Fox M S. The Role of Competency Questions in Enterprise Engineering[C]. In:Proceedings of the IFIP WG5. 1994.

[24] Fernández-López M, Gómez-Pérez A, Juristo N. Methontology: From Ontological Art Towards Ontological Engineering[C]. In: Proceedings of the AAAI 97 Spring Symposium Series on Ontological Engineering. 1997: 33-40.

[25] Uschold M, King M. Towards a Methodology for Building Ontologies[C]. In:Proceedings of Workshop on Basic Ontological Issues in Knowledge Sharing. 1995:275-280.

[26] Bernaras A, Laresgoiti I, Corera J. Building and Reusing Ontologies for Electrical Network Applications[C]. In: Proceedings of the 12th European Conference on Artificial Intelligence ECAI’96. 1996:298-302.

[27] Knight K, Luk S K. Building a Large-scale Knowledge Base for Machine Translation[C]. In: Proceedings of the 12th National Conference on Artificial Intelligence, Seattle,USA. 1994:773-778.

[28] Benjamin P C, Menzel C, Mayer R J, et al. Ontology Capture Method (IDEF5)[R]. College Station, TX: Knowledge Based Systems, Inc., 1994.

[29] Noy N F, Mcguinness D L. Ontology Development 101: A Guide to Creating Your First Ontology [EB/OL]. [2011-08-15].

[30] 熊晶. 海洋生态本体的建模方法研究及应用[D]. 青岛:中国海洋大学, 2010. (Xiong Jing. Research and Application of Marine Ecology Ontology Modeling [D].Qingdao: Ocean University of China,2010.)

[31] 沈国英, 黄凌风, 郭丰, 等. 海洋生态学[M]. 北京: 科学出版社, 2010. (Shen Guoying, Huang Lingfeng, Guo Feng, et al. Marine Ecology [M]. Beijing: Science Press, 2010.)

[32] Polyanyi M. Personal Knowledge[M]. London: Routledge and Kegan Paul, 1958.

[33] 陈强, 廖开际, 奚建清. 知识地图研究现状与展望[J]. 情报杂志, 2006,25(5):43-46. (Chen Qiang, Liao Kaiji, Xi Jianqing. Research Status and Prospect of Knowledge Map [J]. Journal of Information, 2006, 25(5): 43-46.)

[34] Minsky M. A Framework for Representing Knowledge [R]. Cambridge, MA, USA: MIT, 1974.

[35] An Introduction to RDF and the Jena RDF API [EB/OL]. [2012-02-15].

[36] 熊晶, 王爱民, 徐建良. 基于领域本体的信息检索优化策略[J]. 计算机工程与设计, 2011, 32(8): 2695-2699. (Xiong Jing, Wang Aimin, Xu Jianliang. Information Retrieval Optimization Strategy Based on Domain Ontology [J]. Computer Engineering and Design, 2011, 32(8): 2695-2699.)

[37] Angles R, Gutierrez C. The Expressive Power of SPARQL[C]. In: Proceedings of the 7th International Conference on the Semantic Web. Berlin:Springer-Verlag, 2008: 114-129.
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