Large-Scale Ontology Development and Agricultural Application Based on Knowledge Domain Framework

被引:4
|
作者
Meng Xian-xue [1 ]
Li Jing [2 ]
Su Xiao-lu [1 ,3 ]
Ku Hai-yan [1 ]
Wang Yi-qian [1 ]
机构
[1] Chinese Acad Agr Sci, Inst Agr Informat, Beijing 100081, Peoples R China
[2] China Natl Inst Standardizat, Natl Lib Stand, Beijing 100088, Peoples R China
[3] Minist Agr, Key Lab Agriinformat Serv Technol, Beijing 100081, Peoples R China
关键词
massive knowledge management; knowledge domain framework (KDF); large-scale ontology development environment (LODE); agricultural application;
D O I
10.1016/S2095-3119(12)60071-9
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
The key activity to build semantic web is to build ontologies. But today, the theory and methodology of ontology construction is still far from ready. This paper proposed a theoretical framework for massive knowledge management - the knowledge domain framework (KDF), and introduces an integrated development environment (IDE) named large-scale ontology development environment (LODE), which implements the proposed theoretical framework. We also compared LODE with other popular ontology development environments in this paper. The practice of using LODE on management and development of agriculture ontologies shows that knowledge domain framework can handle the development activities of large scale ontologies. Application studies based on the principle of knowledge domain framework and LODE was described briefly.
引用
收藏
页码:808 / 822
页数:15
相关论文
共 50 条
  • [41] A Multikey Rank Model Based on Ontology for Large-Scale Semantic Data
    JIANG Yang
    FENG Zhiyong
    WANG Xin
    Chinese Journal of Electronics, 2014, 23 (01) : 119 - 123
  • [42] Large-scale biomedical ontology matching with ServOMap
    Ba, M.
    Diallo, G.
    IRBM, 2013, 34 (01) : 56 - 59
  • [43] A FRAMEWORK FOR ONTOLOGY-BASED DOMAIN EXPERT FINDING IN KNOWLEDGE MANAGEMENT SYSTEMS
    Li, Ming
    Liu, Lu
    Yin, Lu
    PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2008, : 2882 - 2889
  • [44] An Ontology-Based Domain Modeling Framework for Knowledge Service in Digital Library
    Wang, Wei
    Zhang, Yin
    Wei, Baogang
    Li, Yiming
    KNOWLEDGE ENGINEERING AND MANAGEMENT , ISKE 2013, 2014, 278 : 373 - 383
  • [45] Development of a Methodology for Condition-Based Maintenance in a Large-Scale Application Field
    Cocconcelli, Marco
    Capelli, Luca
    Molano, Jacopo Cavalaglio Camargo
    Borghi, Davide
    MACHINES, 2018, 6 (02)
  • [46] Ontology management for large-scale enterprise systems
    Lee, Juhnyoung
    Goodwin, Richard
    ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2006, 5 (01) : 2 - 15
  • [47] Consistent View Mapping of Large-Scale Ontology
    Liu, Ruiguang
    Meng, Qingyi
    Feng, Zhiyong
    Rao, Guozheng
    CONTEMPORARY RESEARCH ON E-BUSINESS TECHNOLOGY AND STRATEGY, 2012, 332 : 471 - 485
  • [48] Large-Scale Ontology Matching: a Review of the Literature
    Babalou, Samira
    Kargar, Mohammad Javad
    Davarpanah, Seyyed Hashem
    2016 SECOND INTERNATIONAL CONFERENCE ON WEB RESEARCH (ICWR), 2016, : 158 - 165
  • [49] Consistent view mapping of large-scale ontology
    Liu, Ruiguang
    Meng, Qingyi
    Feng, Zhiyong
    Rao, Guozheng
    Communications in Computer and Information Science, 2013, 332 : 471 - 485
  • [50] Construction and application of an ontology-based domain-specific knowledge graph for petroleum exploration and development
    Tang, Xianming
    Feng, Zhiqiang
    Xiao, Yitian
    Wang, Ming
    Ye, Tianrui
    Zhou, Yujie
    Meng, Jin
    Zhang, Baosen
    Zhang, Dongwei
    GEOSCIENCE FRONTIERS, 2023, 14 (05)