Sergey V. Romanchukov, Ivan A. Lyzin, Olga V. Marukhina

Tomsk Polytechnic University

An approach to the development of an information model describing the relationship between social and economic factors of innovative development of the Russian Federation region is proposed. The research applied dialectical approach, methods of system analysis, statistical groupings, factor and cluster analysis, information modeling based on information networks, machine learning, neural network models, fuzzy logic, etc. The developed mathematical model and software package can be used in the work of investment departments and target programs of regional administrations to increase the effectiveness of the state social policy in the country

Information system, multidimensional data, data analysis, socio-economic development, computer simulation, logical rules, neural network