For citation:
Kreines M. G. Modelling knowledge based systems for classification problems: new information technology for insufficiently formalized knowledge. Izvestiya VUZ. Applied Nonlinear Dynamics, 1996, vol. 4, iss. 1, pp. 109-118.
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Russian
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Article
UDC:
681
Modelling knowledge based systems for classification problems: new information technology for insufficiently formalized knowledge
Autors:
Kreines Mikhail Grigorievich, First Moscow State Medical University
Abstract:
We discuss methodological base, ways of realization and problems of practical usage of the new information technology for insufficiently formalized knowledge. This technology gives user the effective help in gathering essential for the problem knowledge and information and does not disturb the pragmatic of the user.
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Acknowledgments:
This work was supported by the Ministry of Science and Technical Policy of the Russian Federation (within the framework of the project “Development of a modeling system for knowledge representation to support diagnostic decisions”, project № 1110 of the federal scientific and technical program “Advanced information technologies”) and the Russian Foundation for Basic Research (within the framework of the project “Development and study of a reasoning model for solving problems in poorly formalized subject areas”, grant 95-01-01583).
Reference:
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- Gremy F. Persons and computers in medicine and health. Methods Inf. Med. 1988;27(1):3-9.
- Eddy DM. Clinical decision making: from theory to practice. Anatomy of a decision. JAMA. 1990;263(3):441-443. DOI: 10.1001/jama.263.3.441.
- Greetis ВА., Shortliffe EH. Medical informatics. An emerging academic discipline and institutional priority. JAMA. 1990;263(8):1114-1120. DOI: 10.1001/jama.263.8.1114.
- Seelos H-J. A new paradigm of medical informatics. Methods Inf. Med. 1992;31(2):79-81.
- Miller PL, editor. Selected Topics in Medical Artificial Intelligence. N-Y.: Springer; 1988. 236 p. DOI: 10.1007/978-1-4613-8777-0.
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- Miller КА, Masarie FE. Use of the Quick Medical Reference(QMR) program as а tool for medical education. Methods Inf. Med. 1989;28(4):340-345.
- Kreines МG. Mathematical model of the diagnostic process as a means of presenting meaningful medical knowledge. In: Problems of designing expert systems. M.; 1988. P. 144.
- Kreines M, Purtov V, Udalzov Y. Diagnostic trainer-approach, model and software. In: East-West Conference on Emerging Computer Technologies in Education. 6-9 April 1992, Moskow, Russia. M.; 1992. P. 181.
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Received:
14.07.1995
Accepted:
15.01.1996
Published:
05.06.1996
Journal issue:
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