• DocumentCode
    306444
  • Title

    A hybrid architecture for the recognition of user interests during hypermedia navigation

  • Author

    Micarelli, Alessandro ; Sciarrone, Filippo

  • Author_Institution
    Dipartimento di Discipline Sci., Rome Univ., Italy
  • Volume
    2
  • fYear
    1996
  • fDate
    14-17 Oct 1996
  • Firstpage
    1370
  • Abstract
    The integration of an artificial neural network in a case-based reasoner is explored as a possible approach for recognizing user intentions during knowledge navigation in a hyperspace. This paper proposes a way of doing this that relies on retrieving useful stored paths whose initial steps are similar to those already followed by the user. An application of the architecture for the realization of an adaptive hypermedia in the domain of “The Neo-Realism in the Italian Cinema” is also presented
  • Keywords
    case-based reasoning; hypermedia; knowledge based systems; multilayer perceptrons; user interfaces; Italian cinema; adaptive hypermedia; artificial neural network; case-based reasoner; hybrid architecture; hypermedia navigation; hyperspace; knowledge navigation; neo-realism; user intentions; user interests; Artificial intelligence; Artificial neural networks; Data structures; Electronic mail; Engines; Hybrid intelligent systems; Indexing; Learning; Navigation; Neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1996., IEEE International Conference on
  • Conference_Location
    Beijing
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-3280-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.1996.571311
  • Filename
    571311