• DocumentCode
    270494
  • Title

    An approach to visualize unorganized collections of documents

  • Author

    Trejo T, D. Karina ; Auxilio Medina N, Ma ; de la Calleja M, Jorge ; Martinez M, Erika A. ; Sancheź, J. Alfredo

  • Author_Institution
    Lab. de Percepcion por Computadora, Univ. Politec. de Puebla, Juan C. Bonilla, Mexico
  • fYear
    2014
  • fDate
    26-28 Feb. 2014
  • Firstpage
    248
  • Lastpage
    255
  • Abstract
    In order to support search and retrieval of documents in digital libraries, this paper proposes an approach to visualize unorganized collections based on the results of two clustering algorithms namely k-means and COBWEB. These algorithms are implemented in Weka and they were chosen experimentally to produce a structure that can be explored by users in a 3D interface. Documents need to be processed before Weka can use them. We describe the main components of the proposed interface and show preliminary results of the application of those algorithms.
  • Keywords
    data visualisation; digital libraries; document handling; information retrieval; pattern clustering; 3D interface; COBWEB clustering algorithm; Weka; digital libraries; document processing; document retrieval; document searching; k-means clustering algorithm; unorganized document collection visualization; Classification algorithms; Clustering algorithms; Libraries; Machine learning algorithms; Organizations; Partitioning algorithms; Vectors; Information visualization; clustering; digital libraries;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Communications and Computers (CONIELECOMP), 2014 International Conference on
  • Conference_Location
    Cholula
  • Print_ISBN
    978-1-4799-3468-3
  • Type

    conf

  • DOI
    10.1109/CONIELECOMP.2014.6808599
  • Filename
    6808599
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=270494