title: ÐÐ¾Ð´ÐµÐ»Ð¸ Ð¸Ð½ÑÐ¾ÑÐ¼ÐµÑÑÐ¸Ð¸ Ð´Ð»Ñ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° Ð¸ ÐºÐ¾ÑÑÐµÐºÑÐ¸ÑÐ¾Ð²ÐºÐ¸ Ð¼ÐµÐ´Ð¸Ð° ÐºÐ¾Ð½ÑÐµÐºÑÐ°
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Informetric models for analysis and correction of media content
Creators: name: ÐÑÐ»Ð¾ÑÐµÐ², ÐÐ»ÐµÐ³
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2023
Subjects: Ð¼ÐµÐ´Ð¸Ð°ÐºÐ¾Ð½ÑÐµÐ½Ñ
Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ
Ð¼Ð¾Ð´ÐµÐ»Ñ
ÑÐµÐºÑÑ
Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ°
Ð¸Ð½ÑÐ¾Ð¼ÐµÑÑÐ¸Ñ
Ð´Ð°Ð½Ð½ÑÐµ
media content
modeling
model
text
inverter
infometrics
data

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description: The topic of the final qualification work: "Informetric models for analysis and correction of media content"This work is devoted to the study of infometric models and the analysis of methods for using infometric models for working with data on the example of media content.Tasks that were solved during the study:- Give the concept of informometric models.- To study the features of the application and the possibility of using informometry models in the media environment.- To study the model of latent semantic analysis.- To study the model of latent Dirichlet placement.- To study the model of thematic modeling of the vector representation of words.It's no secret that now there are a huge number of sites, resources that contain different content options. Someone invests huge resources in creating unique texts, drawings, photographs, etc., forming unique content. Someone, on the contrary, prefers not to think too much about where to get information. A site or resource is created by simply copying information from another source. How many facts when a user visits completely different Internet resources, and in the end sees the same information. The question is rhetorical, there are many.But it should be noted right away that such algorithms are definitely not working now. Non-unique media content not only does not help to bring the site to the top positions, on the contrary, it takes it out of such a rating. Search engines and ranking principles are now based only on unique content, authoring.Most search engines have already stated that it is the uniqueness of the content that has a key influence for them when ranking a site. And here is an interesting fact: when evaluating the semantic load of information, the system cannot always understand whether it is useful or not for the user. After all, the system is not yet so smart. But determining whether information is unique is easy.An interesting fact: to create unique and effective content, it is not enough to write a unique informative text. This has long been known. To do this, you need to combine photos, video and audio files, texts. And all this ultimately forms the media content. It turns out that now there is not enough textual content itself. For top positions, everyone uses media content.As a result of the work, studies were carried out on the use of semantic analysis models, latent Dirichlet placement, modeling of the vector representation of words on the example of media content analysis.