THE PROGRESS IN EPISTEMOLOGY OF AI: FROM KNOWLEDGE REPRESENTATION TO REPRESENTATION

Knowledge representation in traditional AI is a mathematical model of some human intelligent behavior, but it maybe has less resemblance to the essence of human intelligence. The construction of a model of cognition as well as of an artificial computational system should be based on epistemological and neuroscientific issues rather than on computer science constraints. The aim of investigations is to achieve a deeper understanding of knowledge representation in natural neural network. From the point of view of psychology it is important to know how knowledge is represented in human mind.