Integrating a heterogeneous distributed data environment with a database specific ontology

被引:0
|
作者
Lin, S [1 ]
Miller, LL [1 ]
Tsai, HJ [1 ]
Xu, J [1 ]
机构
[1] Iowa State Univ, Dept Comp Sci, Ames, IA 50011 USA
关键词
database integration; ontologies; search;
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
The number of databases that are available today continues to grow. Any attempts to search these databases run into the problem that the user's terminology does not match the database terminology. Ontologies have been proposed as a means of bridging this gap. While available ontologies can be expected to be domain specific, they are rarely database specific. The present work makes use of the combination of a domain specific ontology and Summary Schema Model[2] tree fragments to create a database specific ontology. The model of the ontology and search algorithms are given. A prototype to test the feasibility of our approach has been developed and its implementation is briefly overviewed. The prototype uses a database specific ontology to integrate a set of relational databases and create a correct SQL query.
引用
收藏
页码:430 / 435
页数:6
相关论文
共 50 条
  • [21] An Efficient Data Partitioning Method in Distributed Heterogeneous Bandwidth Environment
    Ma Q.
    Ji H.
    Zhao Y.
    Mao K.
    Wang G.
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2020, 57 (12): : 2683 - 2693
  • [22] OBDAIR: Ontology-Based Distributed framework for Accessing, Integrating and Reasoning with data in disparate data sources
    Santipantakis, Georgios
    Kotis, Konstantinos
    Vouros, George A.
    EXPERT SYSTEMS WITH APPLICATIONS, 2017, 90 : 464 - 483
  • [23] Integrating lexical units, synsets and ontology in the Cornetto Database
    Vossen, Piek
    Maks, Isa
    Segers, Roxane
    van der Vliet, Hennie
    SIXTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, LREC 2008, 2008, : 1006 - 1013
  • [24] Integrating heterogeneous databases: A distributed model
    Hepner, PA
    Zhou, W
    ICA(3)PP 97 - 1997 3RD INTERNATIONAL CONFERENCE ON ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, 1997, : 695 - 702
  • [25] Design of Data Management Framework based on Ontology in Distributed Cooperative Virtual Environment
    Zheng, Liping
    Bao, Yun
    Zhang, Nan
    2009 INTERNATIONAL CONFERENCE ON NETWORKING AND DIGITAL SOCIETY, VOL 2, PROCEEDINGS, 2009, : 213 - +
  • [26] A generic ontology development framework for data integration and decision support in a distributed environment
    Rajpathak, Dnyanesh
    Chougule, Rahul
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2011, 24 (02) : 154 - 170
  • [27] Distributed database environment testing
    Dragomir, G.
    Ignat, I.
    2006 IEEE-TTTC INTERNATIONAL CONFERENCE ON AUTOMATION, QUALITY AND TESTING, ROBOTICS, VOL 2, PROCEEDINGS, 2006, : 90 - 95
  • [28] Computational Modelling for Bankruptcy Prediction: Semantic data Analysis Integrating Graph Database and Financial Ontology
    Yerashenia, Natalia
    Bolotov, Alexander
    2019 IEEE 21ST CONFERENCE ON BUSINESS INFORMATICS (CBI), VOL 1, 2019, : 84 - 93
  • [29] An ontology-based method for integrating heterogeneous itembanks
    Tsai, Chun-Wei
    Tseng, Shih-Pang
    Yang, Yu-Sheng
    Chiang, Ming-Chao
    Yang, Chu-Sing
    2009 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, 2009, : 919 - +
  • [30] An ontology-based approach for integrating heterogeneous databases
    Asgari, Reza
    Moghadam, Milad Gholipoor
    Mahdavi, Mehregan
    Erfanian, Aida
    OPEN COMPUTER SCIENCE, 2015, 5 (01) : 41 - 50