Prospects for the use of artificial intelligence in the agricultural sector

The relevance of the study is due to the fact that there is a rapid development of artificial intelligence technologies, due to breakthroughs in the digital environment and the uncertainty of their application in the agricultural sector. It should be noted that Russia plays an important role in the...

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Bibliographic Details
Published in:IOP conference series. Earth and environmental science 2022-08, Vol.1076 (1), p.12051
Main Authors: Rozhkova, A V, Stupina, A A, Korpacheva, L N, Rozhkov, S E, Dzhioeva, N N
Format: Article
Language:English
Subjects:
Agricultural industry
Agriculture
Algorithms
Artificial intelligence
Automation
Data analysis
Robotics
Rural areas
Rural populations
Task complexity
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Summary:The relevance of the study is due to the fact that there is a rapid development of artificial intelligence technologies, due to breakthroughs in the digital environment and the uncertainty of their application in the agricultural sector. It should be noted that Russia plays an important role in the world history for the development of these technologies, but the Soviet management model limits the rapid development of digital technologies in modern Russia. Artificial intelligence technologies are of particular importance, as they are used for big data analysis, robotics and as the basis for various forecasting algorithms. The article reveals the role of artificial intelligence in solving complex tasks in agriculture, identifies the main barriers to the introduction of digital technologies and identifies perspective direction of application for artificial intelligence technologies. Due to the lack of scientific developments on this issue, the lack of research on the feasibility and effectiveness of the using artificial intelligence, the lack of methodological recommendations for the introduction of these technologies and systematic training of artificial intelligence, it is difficult to use artificial intelligence in agricultural organizations. For Russia, the issue of agricultural automation is particularly important: over the past 10 years, the number of workers in the industry has more than halved. In the future, automated systems can improve rural areas and keep production there, since most of the rural population is no longer engaged in agriculture. Agriculture remains one of the most important and largest industries, and even a small increase in efficiency will lead to a significant increase due to its scale.
ISSN:1755-1307
1755-1315
DOI:10.1088/1755-1315/1076/1/012051