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- Article name
- SOFTWARE FOR AUTOMATED LEARNING MANAGEMENT SYSTEMS BASED ON STATISTICAL AND PROBABILITY MODELS
- Authors
- Samoylo I. V., , samoilo@yandex.ru, The First Moscow State Medical University named after I. M. Sechenov, Moscow, Russia
- Keywords
- effective management / mathematical model / self-organization of educational information / management information systems
- Year
- 2012 Issue 2 Pages 22 - 29
- Code EDN
- Code DOI
- Abstract
- The paper presents mathematical models that describe the dynamics of knowledge management which consider the supply, the disappearance (forgetting) and self-organization of educational information. The differential equation of second order (such as Kolmogorov equation), describing these processes is obtained. The solution of contained in the paper the boundary-value problems allows to determine by the methods of simulation the required number of training data, transmitted on a single learning step for learning object and to create learning algorithms (with an entrance test and test with no input), using the developed mathematical models for knowledge management. Learning algorithms are the basis for organizing a learning and knowledge management and they can be implemented in an automated learning management system.
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