Title :
Characteristics of a new abstraction model
Author :
Pozna, Claudiu ; Precup, Radu-Emil ; Minculete, Nicusor ; Antonya, Csaba
Author_Institution :
Dept. of Product Design & Robot., Univ. Transilvania of Brasov, Brasov, Romania
Abstract :
The paper presents research results concerning cognition aspects with focus on causality. An abstraction model is proposed. It represents one of the basic processes of learning and cognition. The definitions of classes and subclasses stand for the definition of the new model of abstraction. The following characteristics are used to describe the new abstraction model: knowledge energy, Shannon entropy, and knowledge temperature. They aim the better knowledge manipulation. Two case studies exemplify the application of the abstraction model.
Keywords :
cognitive systems; entropy; learning (artificial intelligence); Shannon entropy; abstraction model; causality; cognition aspect; knowledge energy; knowledge manipulation; knowledge temperature; learning process; Artificial intelligence; Cognition; Cognitive robotics; Computational intelligence; Electronic mail; Humans; Informatics; Intelligent robots; Psychology; Robotics and automation;
Conference_Titel :
Computational Intelligence and Intelligent Informatics, 2009. ISCIII '09. 4th International Symposium on
Conference_Location :
Luxor
Print_ISBN :
978-1-4244-5380-1
Electronic_ISBN :
978-1-4244-5382-5
DOI :
10.1109/ISCIII.2009.5342270
