“…In the context of crisis management, management decisions in the field of pricing based on methods that are sensitive to changes in economic factors come to the fore in the construction industry (Geraskin & Kuznetsova, 2020;Geras'kin & Chkhartishvili, 2017;Komarevtseva, 2017;Ramzaev et al, 2016Ramzaev et al, , 2017Ramzaev et al, , 2020. Of the modern forecasting methods with maximum sensitivity, the neural network modeling method can be distinguished as the most preferable for this parameter (Borovikov, 2001).This method is often used in various fields, for example, such as predicting optimal technological parameters in injection molding, stamping tooling (Demyanenko & Popov, 2012;Grechnikov et al, 2016;Grechnikov et al, 2018) , additive technologies (Agapovichev et al, 2017;Smelov et al, 2016), in modeling the structure of a material (Grechnikov & Khaimovich, 2015). Often these calculations are performed using BIG DATA technology (Bogdanov et al, 2018).…”