Visualizing ontology components through self-organizing maps

被引:4
|
作者
Elliman, D [1 ]
Pulido, JRG [1 ]
机构
[1] Univ Nottingham, Image Proc & Interpretat Res Grp, Comp Sci & Informat Technol Sch, Nottingham NG7 2RD, England
关键词
D O I
10.1109/IV.2002.1028810
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes a method for identifying Ontology components by using Self-Organizing Maps. Our system represents the knowledge contained in a particular digital archive by assembling and displaying the ontologies components. This novel approach provides an alternative solution to the problem of classifying online information and retrieval, support mechanisms that explore domains, and allows knowledge to be displayed in a browsable manner.
引用
收藏
页码:434 / 438
页数:5
相关论文
共 50 条
  • [21] Grouping and visualizing human endogenous retroviruses by bootstrapping median self-organizing maps
    Oja, M
    Sperber, G
    Blomberg, J
    Kaski, S
    PROCEEDINGS OF THE 2004 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, 2004, : 95 - 101
  • [22] THE SELF-ORGANIZING FEATURE MAPS
    KOHONEN, T
    MAKISARA, K
    PHYSICA SCRIPTA, 1989, 39 (01): : 168 - 172
  • [23] Decentralizing Self-organizing Maps
    Khan, Md Mohiuddin
    Kasmarik, Kathryn
    Garratt, Matt
    AI 2021: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2022, 13151 : 480 - 493
  • [24] SELF-ORGANIZING SEMANTIC MAPS
    RITTER, H
    KOHONEN, T
    BIOLOGICAL CYBERNETICS, 1989, 61 (04) : 241 - 254
  • [25] Recursive self-organizing maps
    Voegtlin, T
    NEURAL NETWORKS, 2002, 15 (8-9) : 979 - 991
  • [26] Recursive self-organizing maps
    Voegtlin, T
    Dominey, PF
    ADVANCES IN SELF-ORGANISING MAPS, 2001, : 210 - 215
  • [27] Robust self-organizing maps
    Allende, H
    Moreno, S
    Rogel, C
    Salas, R
    PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS AND APPLICATIONS, 2004, 3287 : 179 - 186
  • [28] Self-organizing maps and SVD
    Dvorsky, Jiri
    DEXA 2007: 18TH INTERNATIONAL CONFERENCE ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2007, : 143 - 147
  • [29] Extensions of self-organizing maps
    Trutschl, M
    Cvek, U
    ISIS International Symposium on Interdisciplinary Science, 2005, 755 : 204 - 214
  • [30] Self-organizing visual maps
    Sim, R
    Dudek, G
    PROCEEDING OF THE NINETEENTH NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE SIXTEENTH CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2004, : 470 - 475