Research on Ontology Matching Method Based on Description Logics Reasoning Mechanism

被引:0
|
作者
Yang, Qing [1 ]
Zhu, Li [1 ]
Chen, Wei [1 ]
机构
[1] Huazhong Normal Univ, Dept Comp Sci, Wuhan, Peoples R China
关键词
ontology; semantic matching; description logics; reasoning;
D O I
10.1109/WISM.2009.50
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Nowadays the utility of domain ontologies is widely acknowledged in many area, such as information systems, software engineer. natrue language processing, artificial intelligence, electronic commerce and so on. Ontologies are enable to fulfill knowledge appearance, information retrieval and search. However, there still exists several drawbacks that must be resolved before ontologies become practical and useful tools. A critical issue is the ontology mapping. This matching process will directly influence the precision and recall of information retrieval among several different ontologies. In this paper, we propose an approach of ontology matching and an ontology matching algorithm based on description logic system through analyzing the characteristic of description logics, including definitions of syntax, semantics and basic reasoning services. and finally demonstrate the practicality of this ontology matching method between two concrete Book-System ontologies.
引用
收藏
页码:209 / 212
页数:4
相关论文
共 50 条
  • [1] Research and Implementation Based on Description Logics Reasoning Mechanism
    Yang, Qing
    Zhu, Li
    Chen, Wei
    Wang, Jinqiao
    2009 INTERNATIONAL CONFERENCE ON INDUSTRIAL MECHATRONICS AND AUTOMATION, 2009, : 297 - 300
  • [2] A description logics formalization for the ontology matching
    Kolli, Manel
    Boufaida, Zizette
    WORLD CONFERENCE ON INFORMATION TECHNOLOGY (WCIT-2010), 2011, 3
  • [3] Using Description Logics reasoner for ontology matching
    Shen, Guohua
    Huang, Zhiqiu
    Zhu, Xiaodong
    Wang, Lei
    Xiang, Gaoyou
    IITA 2007: WORKSHOP ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, PROCEEDINGS, 2007, : 30 - 33
  • [4] An Extended Ontology Model and Ontology Checking Based on Description Logics
    王洪伟
    蒋馥
    吴家春
    Journal of Shanghai Jiaotong University, 2004, (01) : 34 - 41
  • [5] Extended ontology model and ontology checking based on description logics
    Yu Changrui
    Wang Hongwei
    Luo Yan
    FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2006, 4223 : 607 - 610
  • [6] Research of Ontology-based GM matching mechanism
    Ding, Jian-Long
    Cheng, Cao-Xiang
    Ye, Shi-Ping
    PROCEEDINGS OF 2008 INTERNATIONAL COLLOQUIUM ON ARTIFICIAL INTELLIGENCE IN EDUCATION, 2008, : 42 - 47
  • [7] Research on Semantic Web Service Composition Based on Ontology Reasoning and Matching
    Zhang, Jianfeng
    Lin, Piyuan
    Huang, Peijie
    Wu, Guangfa
    INFORMATION COMPUTING AND APPLICATIONS, PT I, 2011, 243 : 450 - 457
  • [8] Matching in description logics
    Baader, F
    Kusters, R
    Borgida, A
    McGuinness, DL
    JOURNAL OF LOGIC AND COMPUTATION, 1999, 9 (03) : 411 - 447
  • [9] Description Logics in ontology applications
    Horrocks, I
    AUTOMATED REASONING WITH ANALYTIC TABLEAUX AND RELATED METHODS, 2005, 3702 : 2 - 13
  • [10] Description logics in ontology applications
    Horrocks, I
    KI2005: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2005, 3698 : 16 - 16