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An Approach to Generating Formal Fuzzy Cognitive Maps for Experimental Studies in Cognitive Modeling.
- Source :
- Pattern Recognition & Image Analysis; Sep2024, Vol. 34 Issue 3, p665-672, 8p
- Publication Year :
- 2024
-
Abstract
- The paper is devoted to experimental studies of new methods of cognitive modeling by testing them on a variety of artificially created cognitive models. The features of the process of obtaining such models are studied, and the concepts of a formal cognitive map and a formal cognitive model are introduced. An approach to generating a formal cognitive map with given characteristics, based on the use of random graph models, is proposed and partially formalized. A modification of the configuration model has been carried out, and examples of generating formal fuzzy cognitive maps based on it are given. The architecture of a software solution aimed at supporting experimental research in cognitive modeling is described. Directions for further research, both theoretical and applied in nature, are formulated. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 10546618
- Volume :
- 34
- Issue :
- 3
- Database :
- Complementary Index
- Journal :
- Pattern Recognition & Image Analysis
- Publication Type :
- Academic Journal
- Accession number :
- 180371075
- Full Text :
- https://doi.org/10.1134/S1054661824700500