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An approach to management of semi-structured scientific research process on the basis of dynamic cognitive map is considered. The approach takes into account interconnections of factors that influence innovative activity and is based on analysis of the following measurable parameters: research activity, innovative activity by branches of industry (applied research), number of developments (applications), demand for technology, geographical spreading, and potential efficiency of innovation.

Prognostic Model for Estimation of Innovative Activity Factors of Regions by Example of the Patenting Data Based on Cognitive map Modeling