Automatic Evaluation of Domain-Specific Ontology Based on Ontology Co-relation Network

被引：0
|
作者：
Qi Yu [1 ]
Cao Jiang [2 ]
Wang Jianxin [2 ]
机构：
[1] Natl Univ Def Technol, Sch Elect Sci & Engn, Changsha 410073, Hunan, Peoples R China
[2] Inst Chinese Elect Equipment Syst Engn Corp, Beijing 100041, Peoples R China
来源：
2013 FIFTH INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION (ICMTMA 2013) | 2013年
关键词：
ontology evaluation; ontology mapping; ontology co-relation graph; PageRank;
D O I：
10.1109/ICMTMA.2013.82
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Ontology evaluation is a key challenge in the field of ontology development and reuse. Current methods of evaluation sometimes can not cover the users' requirements because they are based on isolated ontology. This paper proposes that the evaluation can be based on the relations among domain-specific ontology, defines an ontology co-relation network with mapping relations, and introduces a PageRank-like method to obtain the rank of ontology. Following we validate our method by experiment on a real ontology dataset, and finally indicate the signification of score in our method.
引用
收藏
页码：317 / 322
页数：6
相关论文
共 50 条
  • [11] OntoDSL: An Ontology-Based Framework for Domain-Specific Languages
    Walter, Tobias
    Parreiras, Fernando Silva
    Staab, Steffen
    [J]. MODEL DRIVEN ENGINEERING LANGUAGES AND SYSTEMS, PROCEEDINGS, 2009, 5795 : 408 - 422
  • [12] Domain-specific ontology merging for the semantic web
    Taylor, JM
    Poliakov, D
    Mazlack, LJ
    [J]. NAFIPS 2005 - 2005 Annual Meeting of the North American Fuzzy Information Processing Society, 2005, : 418 - 423
  • [13] Ontology Driven Development of Domain-Specific Languages
    Ceh, Ines
    Crepinsek, Matej
    Kosar, Tomaz
    Mernik, Marjan
    [J]. COMPUTER SCIENCE AND INFORMATION SYSTEMS, 2011, 8 (02) : 317 - 342
  • [14] An automated domain-specific answer ontology construction
    Ko, Wei-Min
    Li, Huan-Chung
    [J]. NAFIPS 2007 - 2007 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, 2007, : 378 - +
  • [15] Automatic Ontology Learning from Domain-specific Short Unstructured Text Data
    Xu, Yiming
    Rajpathak, Dnyanesh
    Gibbs, Ian
    Klabjan, Diego
    [J]. PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON KNOWLEDGE DISCOVERY, KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT (KMIS), VOL 3, 2020, : 29 - 39
  • [16] Automatic Evaluation of the Computing Domain Ontology
    Ta, Chien D. C.
    Tuoi Phan Thi
    [J]. FUTURE DATA AND SECURITY ENGINEERING, FDSE 2015, 2015, 9446 : 285 - 295
  • [17] Understanding Query Interfaces: Automatic Extraction of Data from Domain-specific Deep Web based on Ontology
    Dong, Li
    Huan, Zhang
    Zitong, Yu
    [J]. PROCEEDINGS OF THE 22ND INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS (ICEIS), VOL 1, 2020, : 241 - 248
  • [18] Study on the construction of domain-specific ontology in oil field
    Deng, Xiaoya
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON EDUCATION TECHNOLOGY, MANAGEMENT AND HUMANITIES SCIENCE (ETMHS 2015), 2015, 27 : 318 - 321
  • [19] Domain-Specific Ontology Concept Extraction and Hierarchy Extension
    Zhao, Grace
    Zhang, Xiaowen
    [J]. PROCEEDINGS OF THE 2018 2ND INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING AND INFORMATION RETRIEVAL (NLPIR 2018), 2018, : 60 - 64
  • [20] Domain-Specific Image Caption Generator with Semantic Ontology
    Han, Seung-Ho
    Choi, Ho-Jin
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP 2020), 2020, : 526 - 530
12345