Ontology Matching: State of the Art and Future Challenges

被引:559
|
作者
Shvaiko, Pavel [1 ]
Euzenat, Jerome [2 ,3 ]
机构
[1] Informat Trentina, TasLab, I-38121 Trento, Italy
[2] INRIA Grenoble Rhone Alpes, INRIA, F-38334 Montbonnot St Martin, France
[3] INRIA Grenoble Rhone Alpes, LIG, F-38334 Montbonnot St Martin, France
关键词
Semantic heterogeneity; semantic technologies; ontology matching; ontology alignment; schema matching; SEMANTIC-INTEGRATION; ALIGNMENT; FRAMEWORK; DATABASE; SCHEMAS; COMMUNITY; HETEROGENEITY; ALGORITHM; KNOWLEDGE; MAPPINGS;
D O I
10.1109/TKDE.2011.253
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
After years of research on ontology matching, it is reasonable to consider several questions: is the field of ontology matching still making progress? Is this progress significant enough to pursue further research? If so, what are the particularly promising directions? To answer these questions, we review the state of the art of ontology matching and analyze the results of recent ontology matching evaluations. These results show a measurable improvement in the field, the speed of which is albeit slowing down. We conjecture that significant improvements can be obtained only by addressing important challenges for ontology matching. We present such challenges with insights on how to approach them, thereby aiming to direct research into the most promising tracks and to facilitate the progress of the field.
引用
收藏
页码:158 / 176
页数:19
相关论文
共 50 条
  • [31] Visual Lifelogs Retrieval: State of the Art and Future Challenges
    Theodosiou, Zenonas
    Lanitis, Andreas
    2019 14TH INTERNATIONAL WORKSHOP ON SEMANTIC AND SOCIAL MEDIA ADAPTATION AND PERSONALIZATION (SMAP), 2019, : 12 - 16
  • [32] The control of eriophyoid mites: state of the art and future challenges
    Van Leeuwen, Thomas
    Witters, Johan
    Nauen, Ralf
    Duso, Carlo
    Tirry, Luc
    EXPERIMENTAL AND APPLIED ACAROLOGY, 2010, 51 (1-3) : 205 - 224
  • [33] Sensor Networks on the Car: State of the Art and Future Challenges
    D'Orazio, Leandro
    Visintainer, Filippo
    Darin, Marco
    2011 DESIGN, AUTOMATION & TEST IN EUROPE (DATE), 2011, : 1030 - 1035
  • [34] Super capacitors: state of the art, applications and challenges for the future
    Lafoz-Pastor, Marcos
    Navarro-Soriano, Gustavo
    DYNA, 2020, 95 (06): : 567 - 569
  • [35] Myofibrillar myopathies: State of the art, present and future challenges
    Behin, A.
    Salort-Campana, E.
    Wahbi, K.
    Richard, P.
    Carlier, R. -Y.
    Carlier, P.
    Laforet, P.
    Stojkovic, T.
    Maisonobe, T.
    Verschueren, A.
    Franques, J.
    Attarian, S.
    de Paula, A. Maues
    Figarella-Branger, D.
    Becane, H. -M.
    Nelson, I.
    Duboc, D.
    Bonne, G.
    Vicart, P.
    Udd, B.
    Romero, N.
    Pouget, J.
    Eymard, B.
    REVUE NEUROLOGIQUE, 2015, 171 (10) : 715 - 729
  • [36] High temperature nanoindentation: The state of the art and future challenges
    Wheeler, J. M.
    Armstrong, D. E. J.
    Heinz, W.
    Schwaiger, R.
    CURRENT OPINION IN SOLID STATE & MATERIALS SCIENCE, 2015, 19 (06): : 354 - 366
  • [37] Robotics in neurosurgery: state of the art and future technological challenges
    Zamorano, L
    Li, Q
    Jain, S
    Kaur, G
    INTERNATIONAL JOURNAL OF MEDICAL ROBOTICS AND COMPUTER ASSISTED SURGERY, 2004, 1 (01): : 7 - 22
  • [38] The control of eriophyoid mites: state of the art and future challenges
    Thomas Van Leeuwen
    Johan Witters
    Ralf Nauen
    Carlo Duso
    Luc Tirry
    Experimental and Applied Acarology, 2010, 51 : 205 - 224
  • [39] Excited hadrons on the lattice State of the art and future challenges
    Gattringer, C.
    PROCEEDINGS OF THE 11TH WORKSHOP ON THE PHYSICS OF EXCITED NUCLEONS, 2008, : 1 - 6
  • [40] Biodeterioration of construction materials: State of the art and future challenges
    Sanchez-Silva, M.
    Rosowsky, David V.
    JOURNAL OF MATERIALS IN CIVIL ENGINEERING, 2008, 20 (05) : 352 - 365