OntoAPI: An ontology-based data integration approach by an a priori articulation of ontologies

被引:0
|
作者
Bellatreche, Ladjel
Pierra, Guy
机构
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we concentrate on the problem of integrating heterogeneous, autonomous and evolving sources using conceptual ontologies. We propose an ontology-based approach by an a priori articulation of ontologies. It assumes that each source has its own ontology that references shared domain ontology. To guarantee the autonomy of sources, the shared ontology can be extended/refined locally. We also study the problem of managing the evolution of sources and show its effect on the integrated system. In ontology based integration systems, the evolution is more challenging, because it concerns not only schemas and populations of sources, but also ontologies (local and shared).
引用
收藏
页码:799 / 803
页数:5
相关论文
共 50 条
  • [1] The PLIB ontology-based approach to data integration
    Pierra, G
    [J]. BUILDING THE INFORMATION SOCIETY, 2004, 156 : 13 - 18
  • [2] A Universal Ontology-based Approach to Data Integration
    Olive, Antoni
    [J]. ENTERPRISE MODELLING AND INFORMATION SYSTEMS ARCHITECTURES-AN INTERNATIONAL JOURNAL, 2018, 13 : 110 - 119
  • [3] Spatial Data Integration using Ontology-Based Approach
    Hasani, S.
    Sadeghi-Niaraki, A.
    Jelokhani-Niaraki, M.
    [J]. INTERNATIONAL CONFERENCE ON SENSORS & MODELS IN REMOTE SENSING & PHOTOGRAMMETRY, 2015, 41 (W5): : 293 - 296
  • [4] Data integration in product lifecycle management: An ontology-based approach
    Mostefai, S
    Batouche, M
    [J]. PRODUCT LIFECYCLE MANAGEMENT: EMERGING SOLUTIONS AND CHALLENGES FOR GLOBAL NETWORKED ENTERPRISE, 2005, : 292 - 301
  • [5] Ontology-based integration of data sources
    Gagnon, Michel
    [J]. 2007 PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4, 2007, : 896 - 903
  • [6] Ontologies and Ontology-Based Applications
    Gaitanou, Panorea
    [J]. METADATA AND SEMANTICS, 2009, : 289 - 298
  • [7] An Ontology-based Approach for Semantic Integration
    Calhau, Rodrigo Fernandes
    Falbo, Ricardo de Almeida
    [J]. 2010 14TH IEEE INTERNATIONAL ENTERPRISE DISTRIBUTED OBJECT COMPUTING CONFERENCE (EDOC 2010), 2010, : 111 - 120
  • [8] A Framework For Ontology-based Data Integration
    Li Dong
    Huang Linpeng
    [J]. ICICSE: 2008 INTERNATIONAL CONFERENCE ON INTERNET COMPUTING IN SCIENCE AND ENGINEERING, PROCEEDINGS, 2008, : 207 - 214
  • [9] Ontology-based product data integration
    Guo, M
    Li, SP
    Dong, JX
    Fu, XJ
    Hu, YJ
    Yin, QW
    [J]. AINA 2003: 17TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS, 2003, : 530 - 533
  • [10] Ontology-based integration for relational data
    Dou, DJ
    LePendu, P
    [J]. ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS 2005: OTM 2005 WORKSHOPS, PROCEEDINGS, 2005, 3762 : 35 - 36