Work

Predictive Modeling of Technological Development Trends

Year: 2020

Type: article

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.

Source: Bulletin of the Saint Petersburg State Institute of Technology (Technical University)

DOI: 10.36807/1998-9849-2020-55-81-103-108

Authors: Alla G. Kravets, Natalia A. Salnikova

Language: English

Topic: Intellectual Property and Patents

Subfield: Management of Technology and Innovation

Field: Business, Management and Accounting

Domain: Social Sciences

SDG: Industry, innovation and infrastructure

Open Access status: diamond

OpenAlex ID: W3114685260

FWCI: 0.233

Cites:

Cited by: 4

Related to: 10