INFORMATION SYSTEM FOR A FUZZY COGNITIVE ANALYSIS AND MODELING
Alexander Gozhyi
alex_daos@mail.ruPetro Mohyla Black Sea State University, Department of Information Technologies and Program Systems (Ukraine)
Irina Kalinina
Petro Mohyla Black Sea State University, Department of Information Technologies and Program Systems (Ukraine)
Abstract
The paper presents the information system for the cognitive analysis and modeling based on fuzzy cognitive map. The system allows to analyze the information of the experts to model complex systems and processes. Describes the structure of the system and the features of the functioning and implementation.
Keywords:
fuzzy cognitive map, the cognitive analysis, the conceptReferences
Axelrod, R.: The Structure of Decision: Cognitive Maps of Political Elites, Princeton University Press, 1976.
Google Scholar
Carlsson C., Fuller R.: Adaptive fuzzy cognitive maps for hyperknowledge representation in strategy formation process, Budapesht, 1996
Google Scholar
Kosko B.: Fuzzy Cognitive Maps, International Journal of Man- Machine Studies, Vol. 1, 1986, p. 65-75.
Google Scholar
Kosko B.: Fuzzy systems as universal approximators, IEEE Transactions on Computers. Vol. 43. No. 11, 1994, p. 1329-1333.
Google Scholar
Papageorgiou E.I., Markinos, Ath. Gemtos, Th.: Application of fuzzy cognitivemaps for cotton yield management in precision far-ming, Expert Systems with Applications, vol. 36, no.10, 2009, pp. 12399-12413.
Google Scholar
Papageorgiou E.Ι., Stylios C.D.: Fuzzy Cognitive Maps, in book: Handbook of Granular Computing, editors: Witold Pedrycz, Andrzej Skowron and Vladik Kreinovich, Chapter 34, John Wiley & Sons, Ltd, 2008, pp. 755-775.
Google Scholar
Pedrych W.: Relevancy of fuzzy models. Information Sciences. V. 52. 1990, p. 285-302.
Google Scholar
Rajaram T., A. Das,: Modeling of interactions among sustainability components of an agro-ecosystem using local know-ledge through cognitive mapping and fuzzy inference system, Expert Systems with Applications, vol. 37, no. 2, 2009, pp. 1734-1744.
Google Scholar
Roberts F.: Dyscretnye matematycheskie modeli s prilogeniyami k socialnym biologicheskim i ekologicheskim zadacham. Nauka, 1986.
Google Scholar
Authors
Alexander Gozhyialex_daos@mail.ru
Petro Mohyla Black Sea State University, Department of Information Technologies and Program Systems Ukraine
Authors
Irina KalininaPetro Mohyla Black Sea State University, Department of Information Technologies and Program Systems Ukraine
Statistics
Abstract views: 147PDF downloads: 70
License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Most read articles by the same author(s)
- Alexei Kasitskij, Peter Bidyuk, Alexander Gozhyi, EFFECTIVE EXPECTATION MAXIMIZATION ALGORITHM IMPLEMENTATION USING MULTICORE COMPUTER SYSTEMS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 4 No. 4 (2014)
