Title :
The Norman attentional model implementation using fuzzy logic
Author :
García-Crespo, A. ; Domingo, P. ; Paniagua, F. ; Rodriguez-Galán, R.
Author_Institution :
Comput. Sci. Dept., Univ. Carlos III de Madrid, Spain
Abstract :
The resolution of specific and complex problems through computer techniques is connected with the use of human knowledge. The creation of first generation expert systems based on rules has demonstrated obvious disadvantages and numerous problems since they rely on mechanisms which do not reflect human thinking. Therefore, second generation expert systems try to palliate these drawbacks through the creation of models in thought processing-ATTENTIONAL. Our attention span is the primary and first form of thought processing. The article shows that the use of an attentional model to connect events in the real world with problem solving hypotheses helps us to draw nearer the reasoning process of a system to the models a human expert might have in specific matter at a given time. A network model of bifocal semantics has been used to implement the attentional model in which the distinctive modelling and connecting properties are defined through fuzzy logic, which affords the human expert with simpler and easier access to the system and at the time when knowledge is acquired
Keywords :
cognitive systems; expert systems; fuzzy logic; fuzzy set theory; inference mechanisms; problem solving; Norman attentional model implementation; attention span; bifocal semantics; fuzzy logic; human expert; human knowledge; knowledge acquisition; network model; problem solving hypotheses; real world; reasoning process; second generation expert systems; thought processing; Computer science; Expert systems; Fuzzy logic; Humans; Information filtering; Information filters; Passive filters; Signal analysis; Signal generators; Signal processing;
Conference_Titel :
Intelligent Information Systems, 1997. IIS '97. Proceedings
Conference_Location :
Grand Bahama Island
Print_ISBN :
0-8186-8218-3
DOI :
10.1109/IIS.1997.645239