PREDICTIVE MODELING OF TECHNOLOGICAL DEVELOPMENT TRENDS

Alla Grigorievna Kravets · Natalia A. Salnikova

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Intellectual Property and Patents Forecasting Techniques and Applications Data Mining and Machine Learning Applications

Abstract

In the work, the problem of forecasting technological development trends was considered. A review of the sources of the global patent space, an analysis of technological development trends, a survey of data sources for training the neural network were carried out. Existing data mining techniques were analyzed for more accurate and faster forecasting. A module for predictive modeling of trends in technological development was developed, algorithms for the module for predictive modeling of trends in technological development were described.

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