The Knowledge Increase Estimation Framework for Ontology Integration on the Instance Level

被引：5
|
作者：
Kozierkiewicz-Hetmanska, Adrianna [1 ]
Pietranik, Marcin [1 ]
Hnatkowska, Bogumila [1 ]
机构：
[1] Wroclaw Univ Sci & Technol, Fac Comp Sci & Management, Wybrzeze Wyspianskiego 27, PL-50370 Wroclaw, Poland
来源：
INTELLIGENT INFORMATION AND DATABASE SYSTEMS, ACIIDS 2017, PT I | 2017年 / 10191卷
关键词：
D O I：
10.1007/978-3-319-54472-4_1
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Integration of big collections of data is time and cost consuming process. It can be beneficial when the knowledge is distributed in different sources, or not - when different sources contain redundant information or, what worse, inconsistent information. Authors propose a formula to estimate knowledge increase after the process of ontology integration on the instance level. The validity of the formula was checked by a questionnaire and confirmed by a statistical study. The formula allows to estimate knowledge increase in objective manner.
引用
收藏
页码：3 / 12
页数：10
相关论文
共 50 条
  • [31] Study on Ontology-based Knowledge Integration
    Hao, Jia
    Yan, Yan
    Wang, Guoxin
    Lin, Jianjun
    MANUFACTURING ENGINEERING AND AUTOMATION I, PTS 1-3, 2011, 139-141 : 1545 - +
  • [32] Building corporate knowledge through ontology integration
    Nguyen, Philip H. P.
    Corbett, Dan
    ADVANCES IN KNOWLEDGE ACQUISITION AND MANAGEMENT, 2006, 4303 : 223 - +
  • [33] A Framework For Ontology-based Data Integration
    Li Dong
    Huang Linpeng
    ICICSE: 2008 INTERNATIONAL CONFERENCE ON INTERNET COMPUTING IN SCIENCE AND ENGINEERING, PROCEEDINGS, 2008, : 207 - 214
  • [34] Ontology-based enterprise knowledge integration
    Fuang, Ning
    Diao, ShiHan
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2008, 24 (04) : 562 - 571
  • [35] Saliva Ontology: An ontology-based framework for a Salivaomics Knowledge Base
    Ai, Jiye
    Smith, Barry
    David, Wong T.
    BMC Bioinformatics, 2010, 11
  • [36] Saliva ontology: An ontology-based framework for a Salivaomics knowledge base
    Ai, Jiye
    Smith, Barry
    Wong, David T.
    BMC Bioinformatics, 2010, 11 (01)
  • [37] Saliva Ontology: An ontology-based framework for a Salivaomics Knowledge Base
    Jiye Ai
    Barry Smith
    David T Wong
    BMC Bioinformatics, 11
  • [38] Saliva Ontology: An ontology-based framework for a Salivaomics Knowledge Base
    Ai, Jiye
    Smith, Barry
    Wong, David T.
    BMC BIOINFORMATICS, 2010, 11
  • [39] A framework for knowledge integration and diffusion
    Liu, Yuxian
    Rafols, Ismael
    Rousseau, Ronald
    JOURNAL OF DOCUMENTATION, 2012, 68 (01) : 31 - 44
  • [40] Framework and knowledge for database integration
    Chiang, RHL
    Lim, EP
    Storey, VC
    MANAGING INFORMATION TECHNOLOGY RESOURCES AND APPLICATIONS IN THE WORLD ECONOMY, 1997, : 218 - 224
12345