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Upravlenie Bol'shimi Sistemami, 2017, Issue 66, Pages 25–67
(Mi ubs910)
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Information Technology Applications in Control
Information system using conceptual domain model
V. S. Vykhovanets Institute of Control Sciences of RAS, Moscow
Abstract:
Conceptual modeling is used for formal specification of domain knowledge and its integration into an information system. We describe an intelligent information system based on the conceptual domain modeling. The system consists of four layers: client, knowledge, logic and data. The knowledge layer is based on a conceptual model which consists of a conceptual structure and a content of concepts. A conceptual structure is specified as a set of concepts, which contains four abstractions: generalization, typification, association and aggregation. A content of each concept is specified by database tables. The significant difference between the proposed conceptual model and others is the description of the association not as a relationship but as an ordinary concept. This implies that the conceptual structure can be represented as a tree. And the information needed for knowledge-based inference is contained in the concept structure itself. We show that the semantic invariance of the conceptual interpretation improves technological and operational characteristics of the information system.
Keywords:
subject area, information system, conceptual model, conceptual structure, abstraction of concepts, knowledge base, knowledge representation.
Received: July 5, 2016 Published: March 31, 2017
Citation:
V. S. Vykhovanets, “Information system using conceptual domain model”, UBS, 66 (2017), 25–67
Linking options:
https://www.mathnet.ru/eng/ubs910 https://www.mathnet.ru/eng/ubs/v66/p25
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Abstract page: | 196 | Full-text PDF : | 94 | References: | 35 |
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