International scientific conference "INFORMATION TECHNOLOGIES, NETWORKS AND
TELECOMMUNICATIONS" ITN&T-2022 Urgench, 2022y April 29-30
373
have different people and they have different languages. In order not to make it
difficult to use the resources of the Internet, programmers began to create their
own websites with different language supports for different peoples.
This is how multilingual websites began to be created in
order to facilitate
work with a web application for different people of our planet.
Multilingualism is advantageous for people wanting to participate in trade,
globalization and cultural openness. Owing to the ease of access to information
facilitated by the Internet, individuals’ exposure to multiple languages is becoming
increasingly possible.[1]
With the development of
the Internet, the information system has also begun
to develop, especially the machine learning industry. More and more, the use of
neural networks and artificial intelligence
has begun in industry, in medicine, in
the economic sector, and others. It is worth noting that advanced websites have
also begun to introduce artificial intelligence.
For example, since 2011 Yandex has launched
a service for instant
translation of text online into several languages of the world. This service worked
with errors due to the lack of data for analyzing the languages of the world and had
problems. But within 10 years, the service was able to collect the necessary
grammatical and lexical data that helped to translate large texts with an error of up
to 5-7%. Since the service works with the help of a Neural Network, more data is
needed for its training.
A neural network is a network or circuit of biological neurons, or, in a
modern sense,
an artificial neural network, composed of artificial neurons or
nodes.[2]
The advantages of the text translation service from Yandex also did not
ignore extraneous websites, and Yandex made an addition to its service and opened
its API for instant translation into several languages for Web developers.
Previously, in order to have multilingual support for a website, a
programmer had to manually add the same content in different languages. It was a
very time-consuming and difficult job, as the resources of the
site and human labor
were used up for this. This was one of the negative indicators in this website
development.
But to solve this problem, you should use external services such as Yandex
Translator. The main feature of this translation method is that the programmer does
not need to develop a separate module for a web application. You just need to add
the ready-made proposed code of the Yandex Translator service and the translation
of all content will be done using a neural network created by the Yandex
Translator service. It will not use server resources
and does not require much
integration. These are the advantages of translating web pages using artificial
intelligence. Even updating the current page will not happen because the
translation will be done on the fly.
International scientific conference "INFORMATION TECHNOLOGIES, NETWORKS AND
TELECOMMUNICATIONS" ITN&T-2022 Urgench, 2022y April 29-30
374
Do'stlaringiz bilan baham: