Axborot texnologiyalari, tarmoqlar va telekommunikatsiyalar

Conclusion 
AI can reduce costs in the healthcare industry. Some of the most promising 
opportunities include reducing medication errors, personalized virtual medical 

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International scientific conference "INFORMATION TECHNOLOGIES, NETWORKS AND 
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468 
care, fraud prevention, and support for more efficient administrative and clinical 
workflows. 
Sources used 
1.
Werbos, P. J. (1988), "Generalization of backpropagation with application to a 
recurrent gas market model", Neural Networks, 1 (4): 339–356, doi:10.1016/0893- 
6080(88)90007-X. 
2.
Nikos Paragios and Yunmei Chen and Olivier Faugeras (2005). Handbook of 
Mathematical Models in Computer Vision. Springer. ISBN 978-0-387-26371-7. 
THE USE OF ARTIFICIAL INTELLIGENCE IN THE 
IMPLEMENTATION OF THE MULTILINGUAL WEBSITE OF THE 
DORUL HIKMAT PROJECT 
Khujaev Otabek, Rustamov Oybek, Allambayeva Yorqinoy 
Urgench branch of the Tashkent University of Information Technologies named 
after Muhammad Al-Khwarizmi. 
[e-mail], [e-mail] 
 
Annotation: This article discusses the implementation of the multilingualism of the 
Dorul Hikmat project website with the use of artificial intelligence for text 
translation from the Yandex company of the Yandex Translator service. 
Keywords: 
multilingual, yandex, api, development. 
When developing a web application for the Doral Hikmat project, it was 
decided to implement content for different languages of the world. to make it 
easier for Internet users to understand information on the site in their own 
language. Several options for implementing multilingualism on the site were 
proposed.This is how multilingual websites began to be created in order to 
facilitate work with a web application for different people of our planet. Here are a 
few of them: 
using different pages for different languages; 
using multiple language content on one page; 
using artificial intelligence to translate pages. 
When using multiple pages for different languages, it was not a very optimal 
solution, since in order for the site visitor to find the necessary information for 
himself, the visitor had to go to a certain page with his native language and this 
was not a very good solution, since the visitor may not understand exactly where 
his page with his language is located, since the visitor may not understand or in 
many cases not find the information, even though it is in front of his face, but in a 
different language. 
Multilingualism is the use of more than one language, either by an individual 
speaker or by a group of speakers. It is believed that multilingual speakers 
outnumber monolingual speakers in the world’s population.[1] 

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International scientific conference "INFORMATION TECHNOLOGIES, NETWORKS AND 
TELECOMMUNICATIONS" ITN&T-2022 Urgench, 2022y April 29-30 
469 
Using multiple language texts on the same page can slow down the web 
application as it will load more information when you first visit the site. Firstly, it 
is inconvenient for the visitor, and secondly, it is not beautiful to have Chinese 
words, for example, with Russian content. 
These two types of implementations of multilingualism for a web 
application are not so suitable, since they have a lot of negative reviews from the 
programmers themselves. Firstly, it is very time-consuming, and secondly, it takes 
a lot of time. 
In computer science, artificial neural networks, also referred to as ANNs, are 
a computational information processing approach inspired by the mammalian 
nervous system. ANNs consist of a large number of interconnected elementary 
processing units called artificial neurons, whose structure and functionality are 
modeled after the biological neurons.[2] 
The use of Artificial Intelligence was the most optimal for the 
implementation of multilingualism on a web application. It has the following 
advantages: 
1.
Automatically determining the visitor’s country and the output of content 
already translated into the desired language, which contributes to automatism 
and does not switch the language by the visitor himself; 
2.
There is no need to reload the website, as artificial intelligence can translate on 
the fly; 
3.
There are many services for translating web application content on the fly 
using Artificial Intelligence, such as Yandex Translate, Google Translate and 
others. 
For the implementation, a self-written script was used to implement 
multilingualism using artificial intelligence integrated into the Yandex Translator 
text translation system. To connect it to the site, there is no need to rewrite the 
entire application, you just need to connect the script to the site and add the 
element to the HTML code. 
The source code is available on my GitHub repository with instructions: 
https://github.com/oybekrustamov/yandex-translate-custom-widget