Title :
Modeling human performance with neural networks
Author :
Fix, Capt Edward ; Armstrong, Harry G.
Abstract :
A neural network architecture derived from recurrent back propagation which learns to mimic human behavior and performance in a sample task is presented. It shows operating characteristics similar to those of human subjects and even makes the same kinds of mistakes. Possible applications are discussed. In particular, this type of model could be used where realistic behavior is required from a simulation of a human-operated system
Keywords :
learning systems; neural nets; human performance modelling; human-operated system; neural network architecture; operating characteristics; recurrent back propagation;
Conference_Titel :
Neural Networks, 1990., 1990 IJCNN International Joint Conference on
Conference_Location :
San Diego, CA, USA
DOI :
10.1109/IJCNN.1990.137577
