A formal knowledge representation system for the cognitive learning engine
Yousheng Tian, Yingxu Wang, Marina L. Gavrilova, Guenther Ruhe · 2011
Knowledge representation is one of the central problems in the design and implementation of a cognitive learning engine (CLE). A formal knowledge representation system (FKRS) is developed for autonomous concept formation based on concept algebra. The object-attribute-relation (OAR) model for knowledge representation is adopted in the design of FKRS. The conceptual model, architectural model, and behavioral models of the FKRS system is formally designed and specified in real-time process algebra (RTPA). The FKRS system is implemented in Java as a major component towards the development of the CLE and other knowledge-based systems in cognitive computing and computational intelligence.