• DocumentCode
    3360335
  • Title

    Digital libraries-classification and visualization techniques

  • Author

    Merkl, Dieter ; Rauber, Andreas

  • Author_Institution
    Inst. fur Softwaretechnik, Tech. Univ. Wien, Austria
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    434
  • Lastpage
    438
  • Abstract
    The constantly increasing flood of available textual information demands the development of powerful tools to organize, search, and explore these document libraries. Within the framework of the SOMLib digital library project we have proposed the utilization of unsupervised artificial neural networks for document classification and an intuitive user interface relying on metaphor graphics for visualization of the contents of the digital library
  • Keywords
    classification; data visualisation; digital libraries; graphical user interfaces; self-organising feature maps; unsupervised learning; SOMLib project; data visualization; digital libraries; document classification; document libraries; metaphor graphics; searching; self organizing map; textual information; unsupervised neural networks; user interface; Artificial neural networks; Displays; Floods; Graphics; Navigation; Neural networks; Self organizing feature maps; Software libraries; User interfaces; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Libraries: Research and Practice, 2000 Kyoto, International Conference on.
  • Conference_Location
    Kyoto
  • Print_ISBN
    0-7695-1022-1
  • Type

    conf

  • DOI
    10.1109/DLRP.2000.942206
  • Filename
    942206