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
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;
Conference_Titel :
Systems, Man, and Cybernetics, 1996., IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-3280-6
DOI :
10.1109/ICSMC.1996.571311
