Computer and information technologies in the agro-industrial complex at the present stage

Andrey Tuskov; Ivan Efimov; Petr Efimov; Botagoz S. Saparova; Altynai A. Saparova; Aigul A. Saparova

doi:10.1117/12.3025171

20 February 2024 Computer and information technologies in the agro-industrial complex at the present stage

Andrey Tuskov, Ivan Efimov, Petr Efimov, Botagoz S. Saparova, Altynai A. Saparova, Aigul A. Saparova

Proceedings Volume 13065, Third International Conference on Optics, Computer Applications, and Materials Science (CMSD-III 2023); 1306511 (2024) https://doi.org/10.1117/12.3025171
Event: Third International Conference on Optics, Computer Applications, and Materials Science (CMSD-III 2023), 2023, Dushanbe, Tajikistan

Abstract

This article is devoted to the consideration of how information technologies are used in practice in the agro-industrial complex at the present time. The main purpose of the study is to substantiate the effectiveness of these methods and to identify the main areas of use. The paper discusses the use of machine learning models to work with data in agriculture. The relevance of the study is justified by the fact that industry, as well as agriculture, are one of the most priority areas in our country. There is a need for the use of adaptive devices and new methods that will make it possible to achieve significant success in this area. The article is devoted to the consideration of the code implemented in Python, which can predict crop yields with high accuracy. By applying adaptive learning models and comparing different statistical models with each other, it is possible to identify the most accurate predictive indicators.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Andrey Tuskov, Ivan Efimov, Petr Efimov, Botagoz S. Saparova, Altynai A. Saparova, and Aigul A. Saparova "Computer and information technologies in the agro-industrial complex at the present stage", Proc. SPIE 13065, Third International Conference on Optics, Computer Applications, and Materials Science (CMSD-III 2023), 1306511 (20 February 2024); https://doi.org/10.1117/12.3025171

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available