Artificial intelligence in price estimation of real estate

Abstract: The article contains results of information systems analyses that are used for real estate estimation and are based on artificial intelligence. A correlation analysis of the characteristics of real estate objects has been carried out. Data processing, as well as comparative analysis of artificial intelligence algorithms with computation of accuracy, error and deviation were implemented. A number of experiments were realized to select the hyper parameters of the algorithm. The characteristics that have a positive effect on adequacy have been determined.

Keywords: artificial intelligence, machine learning, forecasting model, real estate

For citation:
Vyhodtsev N. A. Artificial intelligence in price estimation of real estate. Doklady Tomskogo gosudarstvennogo universiteta sistem upravleniya i radioelektroniki, 2021, vol. 24, no. 1, pp. 68–72. DOI: 10.21293/1818-0442-2021-24-1-68-72