MODELING A USERS DOMAIN KNOWLEDGE WITH NEURAL NETWORKS

Authors
Citation
Qy. Chen et Af. Norcio, MODELING A USERS DOMAIN KNOWLEDGE WITH NEURAL NETWORKS, International journal of human-computer interaction, 9(1), 1997, pp. 25-40
Citations number
11
ISSN journal
10447318
Volume
9
Issue
1
Year of publication
1997
Pages
25 - 40
Database
ISI
SICI code
1044-7318(1997)9:1<25:MAUDKW>2.0.ZU;2-6
Abstract
This article presents a neural network approach for user modeling. A s et of neural networks is utilized to represent and infer users' task-r elated characteristics. These networks function as associative memorie s that can capture the causal relations among users' characteristics f or the system adaptation. It is suggested that this approach can be ex pected to overcome some inherent problems of the conventional stereoty ping approaches in terms of pattern recognition and classification of user characteristics.