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JOURNALS // Problemy Upravleniya // Archive

Probl. Upr., 2008 Issue 6, Pages 23–33 (Mi pu195)

This article is cited in 8 papers

Systems analysis

Some validity criteria of models based on cognitive maps

N. A. Abramova, S. V. Kovriga

Institute of Control Sciences, Russian Academy of Sciences

Abstract: Formalization of expert knowledge ad conceptions on semistructured situations is an integral part of control problem solving with the use of models on the basis of cognitive maps. For these models the paper offers and proves a number of heuristic criteria of formalization validity that can be used for early detection of direct semantic errors and formalization risks (prior to processing of formalized knowledge). The revealed criteria aimed at decreasing of risk due to human factor.

Keywords: semistructured situation, cognitive map, formalization, information validity, validity criteria, human factor, risk factor.

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