• DocumentCode
    2269414
  • Title

    Categorizing Web pages using modified ART

  • Author

    Vlajic, N. ; Card, H.C.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Manitoba Univ., Winnipeg, Man., Canada
  • Volume
    1
  • fYear
    1998
  • fDate
    24-28 May 1998
  • Firstpage
    313
  • Abstract
    This paper describes a modified term-frequency/inverse document-frequency model together with a modified adaptive resonance theory algorithm, incorporated into an autonomous agent for rapid and accurate hypertext clustering. The agent has been implemented in Java, and tested on various Web data collections
  • Keywords
    Internet; adaptive resonance theory; classification; information retrieval; software agents; Java; Web data collections; autonomous agent; hypertext clustering; inverse document-frequency; modified adaptive resonance theory; term-frequency; Clustering algorithms; Frequency; Internet; Inverse problems; Java; Resonance; Subspace constraints; Technological innovation; Web pages; World Wide Web;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 1998. IEEE Canadian Conference on
  • Conference_Location
    Waterloo, Ont.
  • ISSN
    0840-7789
  • Print_ISBN
    0-7803-4314-X
  • Type

    conf

  • DOI
    10.1109/CCECE.1998.682747
  • Filename
    682747