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A Formal Knowledge Representation System (FKRS) for the Intelligent Knowledge Base of a Cognitive Learning Engine

A Formal Knowledge Representation System (FKRS) for the Intelligent Knowledge Base of a Cognitive Learning Engine

Yousheng Tian, Yingxu Wang, Marina L. Gavrilova, Guenther Ruhe
Copyright: © 2013 |Pages: 15
ISBN13: 9781466626515|ISBN10: 1466626518|EISBN13: 9781466626829
DOI: 10.4018/978-1-4666-2651-5.ch001
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MLA

Tian, Yousheng, et al. "A Formal Knowledge Representation System (FKRS) for the Intelligent Knowledge Base of a Cognitive Learning Engine." Advances in Abstract Intelligence and Soft Computing, edited by Yingxu Wang, IGI Global, 2013, pp. 1-15. https://doi.org/10.4018/978-1-4666-2651-5.ch001

APA

Tian, Y., Wang, Y., Gavrilova, M. L., & Ruhe, G. (2013). A Formal Knowledge Representation System (FKRS) for the Intelligent Knowledge Base of a Cognitive Learning Engine. In Y. Wang (Ed.), Advances in Abstract Intelligence and Soft Computing (pp. 1-15). IGI Global. https://doi.org/10.4018/978-1-4666-2651-5.ch001

Chicago

Tian, Yousheng, et al. "A Formal Knowledge Representation System (FKRS) for the Intelligent Knowledge Base of a Cognitive Learning Engine." In Advances in Abstract Intelligence and Soft Computing, edited by Yingxu Wang, 1-15. Hershey, PA: IGI Global, 2013. https://doi.org/10.4018/978-1-4666-2651-5.ch001

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Abstract

It is recognized that the generic form of machine learning is a knowledge acquisition and manipulation process mimicking the brain. Therefore, knowledge representation as a dynamic concept network is centric in the design and implementation of the intelligent knowledge base of a Cognitive Learning Engine (CLE). This paper presents a Formal Knowledge Representation System (FKRS) for autonomous concept formation and manipulation 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 core component towards the development of the CLE and other knowledge-based systems in cognitive computing and computational intelligence.

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