Matching in description logics

被引:18
|
作者
Baader, F
Kusters, R
Borgida, A
McGuinness, DL
机构
[1] Rhein Westfal TH Aachen Klinikum, D-52074 Aachen, Germany
[2] Rutgers State Univ, Dept Comp Sci, New Brunswick, NJ 08903 USA
[3] Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USA
基金
美国国家科学基金会;
关键词
knowledge representation; description logics; matching;
D O I
10.1093/logcom/9.3.411
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Matching concepts against patterns (concepts with variables) is a relatively new operation that has been introduced in the context of concept description languages (description logics). The original goal waste help filter out unimportant aspects of complicated concepts appearing in large industrial knowledge bases. We propose a new approach to performing matching, based on a 'concept-centred' normal form, rather than the more:standard 'structural subsumption' normal form for concepts. As a result, matching can be performed (in polynomial time) using arbitrary concept patterns of the description language ALN, thus removing restrictions from previous work. The paper also addresses the question of matching problems with additional 'side conditions', which were motivated by practical needs.
引用
收藏
页码:411 / 447
页数:37
相关论文
共 50 条
  • [1] A description logics formalization for the ontology matching
    Kolli, Manel
    Boufaida, Zizette
    [J]. WORLD CONFERENCE ON INFORMATION TECHNOLOGY (WCIT-2010), 2011, 3
  • [2] Using Description Logics reasoner for ontology matching
    Shen, Guohua
    Huang, Zhiqiu
    Zhu, Xiaodong
    Wang, Lei
    Xiang, Gaoyou
    [J]. IITA 2007: WORKSHOP ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, PROCEEDINGS, 2007, : 30 - 33
  • [3] Description logics approach to semantic matching of Web services
    Colucci, S
    Di Noia, T
    Di Sciascio, E
    Donini, FM
    Mongiello, M
    [J]. ITI 2003: PROCEEDINGS OF THE 25TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES, 2003, : 545 - 550
  • [4] Component retrieval and matching algorithm based on description logics
    Liu, Lei
    Zhang, Yin-Ping
    [J]. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2008, 38 (03): : 671 - 675
  • [5] Research on Ontology Matching Method Based on Description Logics Reasoning Mechanism
    Yang, Qing
    Zhu, Li
    Chen, Wei
    [J]. WISM: 2009 INTERNATIONAL CONFERENCE ON WEB INFORMATION SYSTEMS AND MINING, PROCEEDINGS, 2009, : 209 - 212
  • [6] Transforming fuzzy description logics into classical description logics
    Straccia, U
    [J]. LOGICS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2004, 3229 : 385 - 399
  • [7] Description logics
    不详
    [J]. PART-WHOLE REASONING IN AN OBJECT-CENTERED FRAMWORK, 2000, 1771 : 11 - 20
  • [8] Description Logics
    Kroetzsch, Markus
    Simancik, Frantisek
    Horrocks, Ian
    [J]. IEEE INTELLIGENT SYSTEMS, 2014, 29 (01) : 12 - 19
  • [9] Description Logics
    Baader, Franz
    [J]. REASONING WEB: SEMANTIC TECHNOLOGIES FOR INFORMATION SYSTEMS, 2009, 5689 : 1 - 39
  • [10] Modal logics, description logics and arithmetic reasoning
    Ohlbach, HJ
    Koehler, J
    [J]. ARTIFICIAL INTELLIGENCE, 1999, 109 (1-2) : 1 - 31